data_source
stringclasses 1
value | prompt
listlengths 2
2
| images
listlengths 0
51
| ability
stringclasses 1
value | reward_model
dict | extra_info
dict |
|---|---|---|---|---|---|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:Sleigh Bells perform on the Festival Republic stage on day one of the Reading festival.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0692/470.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0276/239.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0215/441.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0752/137.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0110/433.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0692/470.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0276/239.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0215/441.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0752/137.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0110/433.jpg"
],
"candidate_texts": [],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0692/470.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0276/239.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0215/441.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0752/137.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0110/433.jpg"
],
"num_candidates": 5,
"qid": "0:77106",
"query_image": null,
"query_text": "Sleigh Bells perform on the Festival Republic stage on day one of the Reading festival."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Is blue and shorter and is brighter in color with longer sleves.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0081U5T70.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B003N69BO4.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00CLF4KJY.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B004M18A4Q.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B003COZ89O.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B000KHRQCS.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 5,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B003N69BO4.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00CLF4KJY.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B004M18A4Q.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B003COZ89O.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B000KHRQCS.jpg"
],
"candidate_texts": [],
"ground_truth_position": 5,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0081U5T70.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B003N69BO4.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00CLF4KJY.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B004M18A4Q.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B003COZ89O.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B000KHRQCS.jpg"
],
"num_candidates": 5,
"qid": "7:4932",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0081U5T70.jpg",
"query_text": "Is blue and shorter and is brighter in color with longer sleves."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:Antigovernment protesters march during a rally in Bangkok on Monday.Candidates:(1) <image>Thai protesters march in show of strength against government.(2) <image>Bangkok Protesters Demand Reform.(3) <image>Thai Premier Calls for Elections as Opposition Quits.(4) <image>Thai protesters march on, defiant after grenade attack.(5) <image>Hundreds of protesters in Thailand forced their way into the army headquarters in Bangkok, on the sixth day of anti-government rallies.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00023314_09340_00.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00012555_01814_00.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00012554_01814_01.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00012557_01814_00.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00951738_40000_02.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00023314_09340_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00012555_01814_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00012554_01814_01.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00012557_01814_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00951738_40000_02.jpg"
],
"candidate_texts": [
"Thai protesters march in show of strength against government.",
"Bangkok Protesters Demand Reform.",
"Thai Premier Calls for Elections as Opposition Quits.",
"Thai protesters march on, defiant after grenade attack.",
"Hundreds of protesters in Thailand forced their way into the army headquarters in Bangkok, on the sixth day of anti-government rallies."
],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00023314_09340_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00012555_01814_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00012554_01814_01.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00012557_01814_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00951738_40000_02.jpg"
],
"num_candidates": 5,
"qid": "3:22103",
"query_image": null,
"query_text": "Antigovernment protesters march during a rally in Bangkok on Monday."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Where is this place?Candidates:(1) <image>Sochi Arboretum. The Sochi Arboretum is a unique collection of subtropical flora and fauna. It is a monument of landscape architecture located in the Khosta district of the city of Sochi, Krasnodar Krai, in Russia. It includes 76 species of pine, 80 species of oak, and 24 species of palm.(2) <image>Paton Bridge. that year, the streetcar traffic on the bridge ceased to exist as the streetcar tracks were removed in favor of adding additional lanes to help ease the jams that were crippling the bridge and its vicinity during the rush hours. The bridge was divided into seven lanes. Three lanes would be used for both directions, plus one reversible lane in the middle. The addition of the reversible lane has also led to an increase in traffic accidents, especially head-on collisions. Starting on 1 February 2008, based on the initiative of the Department of Traffic Services, the bridge was equipped with.(3) <image>Mausoleum of Three Leaders. Movement. He also presented the Lahor Prostab (Lahore Resolution) in 1940. Fazlul Huq along with Huseyn Suhrawardy had engaged in many political acts such as forming the United Front in the 1954 elections, with which they had gained victory by winning the most seats. Huseyn Suhrawardy and Fazlul Huq had also worked together to control the government of East Pakistan. However, it was rumored that Suhrawardy and Fazlul Huq had rivalry between them which had caused Fazul Huq to step down from politics.Suhrawardy was known to be the founder of the Bangladesh Awami League. He was also known to contribute.(4) <image>King Michael I Park. recreation activities. Small boats are allowed on the lake.## Name.The park was initially intended to be called National Park (\"Parcul Național\"), but it was renamed \"Parcul Carol II\" during the period of the Carol II of Romania's cult of personality. Following World War II, it was renamed \"Parcul I. V. Stalin\", featuring a statue of Stalin at its entrance. In 1956, during the de-Stalinization period, Stalin's statue was torn down and the name of the park was changed to \"Herăstrău\". The name \"Herăstrău\" referred to the Herăstrău lake, and has its origin in a dialectal version of the word \"ferăstrău.(5) <image>Sochi Arboretum. The Sochi Arboretum is a unique collection of subtropical flora and fauna. It is a monument of landscape architecture located in the Khosta district of the city of Sochi, Krasnodar Krai, in Russia. It includes 76 species of pine, 80 species of oak, and 24 species of palm.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00009693.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q302/Q3022307.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q264/Q2642363.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q471/Q4712667.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q207/Q2074133.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q302/Q3022307.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q302/Q3022307.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q264/Q2642363.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q471/Q4712667.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q207/Q2074133.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q302/Q3022307.jpg"
],
"candidate_texts": [
"Sochi Arboretum. The Sochi Arboretum is a unique collection of subtropical flora and fauna. It is a monument of landscape architecture located in the Khosta district of the city of Sochi, Krasnodar Krai, in Russia. It includes 76 species of pine, 80 species of oak, and 24 species of palm.",
"Paton Bridge. that year, the streetcar traffic on the bridge ceased to exist as the streetcar tracks were removed in favor of adding additional lanes to help ease the jams that were crippling the bridge and its vicinity during the rush hours. The bridge was divided into seven lanes. Three lanes would be used for both directions, plus one reversible lane in the middle. The addition of the reversible lane has also led to an increase in traffic accidents, especially head-on collisions. Starting on 1 February 2008, based on the initiative of the Department of Traffic Services, the bridge was equipped with.",
"Mausoleum of Three Leaders. Movement. He also presented the Lahor Prostab (Lahore Resolution) in 1940. Fazlul Huq along with Huseyn Suhrawardy had engaged in many political acts such as forming the United Front in the 1954 elections, with which they had gained victory by winning the most seats. Huseyn Suhrawardy and Fazlul Huq had also worked together to control the government of East Pakistan. However, it was rumored that Suhrawardy and Fazlul Huq had rivalry between them which had caused Fazul Huq to step down from politics.Suhrawardy was known to be the founder of the Bangladesh Awami League. He was also known to contribute.",
"King Michael I Park. recreation activities. Small boats are allowed on the lake.## Name.The park was initially intended to be called National Park (\"Parcul Național\"), but it was renamed \"Parcul Carol II\" during the period of the Carol II of Romania's cult of personality. Following World War II, it was renamed \"Parcul I. V. Stalin\", featuring a statue of Stalin at its entrance. In 1956, during the de-Stalinization period, Stalin's statue was torn down and the name of the park was changed to \"Herăstrău\". The name \"Herăstrău\" referred to the Herăstrău lake, and has its origin in a dialectal version of the word \"ferăstrău.",
"Sochi Arboretum. The Sochi Arboretum is a unique collection of subtropical flora and fauna. It is a monument of landscape architecture located in the Khosta district of the city of Sochi, Krasnodar Krai, in Russia. It includes 76 species of pine, 80 species of oak, and 24 species of palm."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00009693.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q302/Q3022307.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q264/Q2642363.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q471/Q4712667.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q207/Q2074133.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q302/Q3022307.jpg"
],
"num_candidates": 5,
"qid": "5:6716",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00009693.jpg",
"query_text": "Where is this place?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>What is the category of this building?Candidates:(1) Memorial. A memorial is an object or place which serves as a focus for the memory or the commemoration of something, usually an influential, deceased person or a historical, tragic event. Popular forms of memorials include landmark objects or works of art such as sculptures, statues or fountains and parks. Larger memorials may be known as monuments.## Types.The most common type of memorial is the gravestone or the memorial plaque. Also common are war memorials commemorating those who have died in wars. Memorials in the form of a cross are called intending crosses.Online memorials are often created on websites and social.(2) Boarding house. A boarding house is a house (frequently a family home) in which lodgers rent one or more rooms on a nightly basis, and sometimes for extended periods of weeks, months, and years. The common parts of the house are maintained, and some services, such as laundry and cleaning, may be supplied. They normally provide \"room and board,\" that is, some meals as well as accommodation.Lodgers legally only obtain a licence to use their rooms, and not exclusive possession, so the landlord retains the right of access.## Arrangements.Formerly boarders would typically share washing, breakfast and dining facilities; in recent years it.(3) Watchtower. A watchtower or watch tower is a type of fortification used in many parts of the world. It differs from a regular tower in that its primary use is military and from a turret in that it is usually a freestanding structure. Its main purpose is to provide a high, safe place from which a sentinel or guard may observe the surrounding area. In some cases, non-military towers, such as religious towers, may also be used as watchtowers.## History.## Military watchtowers.The Romans built numerous towers as part of a system of communications, one example being the towers along Hadrian's Wall.(4) Dacha. many dachas were state-owned, and were given to the people. The government of the Russian Federation continues to own State dachas (\"\") used by the president and other officials. They were extremely popular in the Soviet Union.As regulations severely restricted the size and type of dacha buildings for ordinary people during the Soviet period, permitted features such as large attics or glazed verandas became extremely widespread and often oversized. In the period from the 1960s to 1985 legal limitations were especially strict: only single-story summer houses without permanent heating and with living areas less than 25 (m2) were allowed as.(5) Dacha. the grown potatoes and other crops are gathered and transported to the city where they are stored in cellars, dugouts (usually located on unused plots of ground), or in personal automobile garages.Many Russians prefer to grow vegetables themselves because of the widespread belief in the excessive use of agrochemicals in the vegetables from supermarkets and grocery stores, and the higher costs of the vegetables in stores and bazaars, especially among the older part of the population. Also, growing one's own food supplies is a long-lived Russian tradition practised even by many affluent Russians. It is seen as a way to.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/03/oven_03876545.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 3,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"Memorial. A memorial is an object or place which serves as a focus for the memory or the commemoration of something, usually an influential, deceased person or a historical, tragic event. Popular forms of memorials include landmark objects or works of art such as sculptures, statues or fountains and parks. Larger memorials may be known as monuments.## Types.The most common type of memorial is the gravestone or the memorial plaque. Also common are war memorials commemorating those who have died in wars. Memorials in the form of a cross are called intending crosses.Online memorials are often created on websites and social.",
"Boarding house. A boarding house is a house (frequently a family home) in which lodgers rent one or more rooms on a nightly basis, and sometimes for extended periods of weeks, months, and years. The common parts of the house are maintained, and some services, such as laundry and cleaning, may be supplied. They normally provide \"room and board,\" that is, some meals as well as accommodation.Lodgers legally only obtain a licence to use their rooms, and not exclusive possession, so the landlord retains the right of access.## Arrangements.Formerly boarders would typically share washing, breakfast and dining facilities; in recent years it.",
"Watchtower. A watchtower or watch tower is a type of fortification used in many parts of the world. It differs from a regular tower in that its primary use is military and from a turret in that it is usually a freestanding structure. Its main purpose is to provide a high, safe place from which a sentinel or guard may observe the surrounding area. In some cases, non-military towers, such as religious towers, may also be used as watchtowers.## History.## Military watchtowers.The Romans built numerous towers as part of a system of communications, one example being the towers along Hadrian's Wall.",
"Dacha. many dachas were state-owned, and were given to the people. The government of the Russian Federation continues to own State dachas (\"\") used by the president and other officials. They were extremely popular in the Soviet Union.As regulations severely restricted the size and type of dacha buildings for ordinary people during the Soviet period, permitted features such as large attics or glazed verandas became extremely widespread and often oversized. In the period from the 1960s to 1985 legal limitations were especially strict: only single-story summer houses without permanent heating and with living areas less than 25 (m2) were allowed as.",
"Dacha. the grown potatoes and other crops are gathered and transported to the city where they are stored in cellars, dugouts (usually located on unused plots of ground), or in personal automobile garages.Many Russians prefer to grow vegetables themselves because of the widespread belief in the excessive use of agrochemicals in the vegetables from supermarkets and grocery stores, and the higher costs of the vegetables in stores and bazaars, especially among the older part of the population. Also, growing one's own food supplies is a long-lived Russian tradition practised even by many affluent Russians. It is seen as a way to."
],
"ground_truth_position": 3,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/03/oven_03876545.jpg"
],
"num_candidates": 5,
"qid": "5:245721",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/03/oven_03876545.jpg",
"query_text": "What is the category of this building?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/055/838.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/046/040_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/041/796_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/095/786_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/055/838_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/076/738_0.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 4,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/046/040_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/041/796_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/095/786_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/055/838_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/076/738_0.jpg"
],
"candidate_texts": [],
"ground_truth_position": 4,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/055/838.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/046/040_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/041/796_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/095/786_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/055/838_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/076/738_0.jpg"
],
"num_candidates": 5,
"qid": "4:8897",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/055/838.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>What is the name of this place?Candidates:(1) <image>Hakata Station. subway at urbanrail.net Hataka Station (JR Kyushu) Hataka Station (JR West) Hakata Station (Fukuoka Subway).(2) <image>Shukkeien-mae Station. Shukkeien-mae is a Hiroden station on the Hiroden Hakushima Line, located in Kamihatchobori, Naka-ku, Hiroshima. The station serves the nearby Shukkei-en, and is operated by the Hiroshima Electric Railway.## Routes.There is one route that serves Shukkeien-mae Station: Hakushima - Hatchobori Route## Station layout.The station consists of two staggered side platforms serving two tracks. Crosswalks connect the platforms with the sidewalk. There is a small shelter located on the middle of each platform.Shukkei-enHiroshima Prefectural Art MuseumHiroshima High CourtNoborimachi Junior High SchoolOpened on November 23, 1912.Hiroden Streetcar Lines and Routes.(3) <image>Himeji Castle. also to be found as a Great Building in Forge of Empires.## Lore and legend.Himeji Castle is associated with a number of local legends. The well-known \"kaidan\" (or Japanese ghost story) of is set in Edo (Tokyo), but a variant called is set in Himeji Castle. There is a disputed claim that the castle is the \"bona fide\" location of the entire legend, and the alleged Okiku's Well remains in the castle to this day. According to the legend, Okiku was falsely accused of losing dishes that were valuable family treasures, and then killed and thrown into the well. Her.(4) <image>Shukkeien-mae Station. Shukkeien-mae is a Hiroden station on the Hiroden Hakushima Line, located in Kamihatchobori, Naka-ku, Hiroshima. The station serves the nearby Shukkei-en, and is operated by the Hiroshima Electric Railway.## Routes.There is one route that serves Shukkeien-mae Station: Hakushima - Hatchobori Route## Station layout.The station consists of two staggered side platforms serving two tracks. Crosswalks connect the platforms with the sidewalk. There is a small shelter located on the middle of each platform.Shukkei-enHiroshima Prefectural Art MuseumHiroshima High CourtNoborimachi Junior High SchoolOpened on November 23, 1912.Hiroden Streetcar Lines and Routes.(5) <image>Gion Matsuri. associations sometimes purchase antique tapestries to replace worn or destroyed ones, or commission replicas from industrial weavers in Kyoto, or design and commission new ones from the weavers of Kyoto's famous traditional Nishijin weaving district. When they are not in use, the floats and regalia are kept in special storehouses throughout the central district of Kyoto, or at Yasaka Shrine.The festival serves as an important setting in Yasunari Kawabata's novel, \"The Old Capital\" in which he describes the festival, along with the Festival of Ages and the Aoi Festival, as \"the 'three great festivals' of the old capital\".## Schedule of.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00104532.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q800/Q800875.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q750/Q7504829.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q188/Q188754.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q750/Q7504829.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q979/Q979873.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q800/Q800875.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q750/Q7504829.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q188/Q188754.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q750/Q7504829.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q979/Q979873.jpg"
],
"candidate_texts": [
"Hakata Station. subway at urbanrail.net Hataka Station (JR Kyushu) Hataka Station (JR West) Hakata Station (Fukuoka Subway).",
"Shukkeien-mae Station. Shukkeien-mae is a Hiroden station on the Hiroden Hakushima Line, located in Kamihatchobori, Naka-ku, Hiroshima. The station serves the nearby Shukkei-en, and is operated by the Hiroshima Electric Railway.## Routes.There is one route that serves Shukkeien-mae Station: Hakushima - Hatchobori Route## Station layout.The station consists of two staggered side platforms serving two tracks. Crosswalks connect the platforms with the sidewalk. There is a small shelter located on the middle of each platform.Shukkei-enHiroshima Prefectural Art MuseumHiroshima High CourtNoborimachi Junior High SchoolOpened on November 23, 1912.Hiroden Streetcar Lines and Routes.",
"Himeji Castle. also to be found as a Great Building in Forge of Empires.## Lore and legend.Himeji Castle is associated with a number of local legends. The well-known \"kaidan\" (or Japanese ghost story) of is set in Edo (Tokyo), but a variant called is set in Himeji Castle. There is a disputed claim that the castle is the \"bona fide\" location of the entire legend, and the alleged Okiku's Well remains in the castle to this day. According to the legend, Okiku was falsely accused of losing dishes that were valuable family treasures, and then killed and thrown into the well. Her.",
"Shukkeien-mae Station. Shukkeien-mae is a Hiroden station on the Hiroden Hakushima Line, located in Kamihatchobori, Naka-ku, Hiroshima. The station serves the nearby Shukkei-en, and is operated by the Hiroshima Electric Railway.## Routes.There is one route that serves Shukkeien-mae Station: Hakushima - Hatchobori Route## Station layout.The station consists of two staggered side platforms serving two tracks. Crosswalks connect the platforms with the sidewalk. There is a small shelter located on the middle of each platform.Shukkei-enHiroshima Prefectural Art MuseumHiroshima High CourtNoborimachi Junior High SchoolOpened on November 23, 1912.Hiroden Streetcar Lines and Routes.",
"Gion Matsuri. associations sometimes purchase antique tapestries to replace worn or destroyed ones, or commission replicas from industrial weavers in Kyoto, or design and commission new ones from the weavers of Kyoto's famous traditional Nishijin weaving district. When they are not in use, the floats and regalia are kept in special storehouses throughout the central district of Kyoto, or at Yasaka Shrine.The festival serves as an important setting in Yasunari Kawabata's novel, \"The Old Capital\" in which he describes the festival, along with the Festival of Ages and the Aoi Festival, as \"the 'three great festivals' of the old capital\".## Schedule of."
],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00104532.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q800/Q800875.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q750/Q7504829.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q188/Q188754.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q750/Q7504829.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q979/Q979873.jpg"
],
"num_candidates": 5,
"qid": "5:76766",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00104532.jpg",
"query_text": "What is the name of this place?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>What is this location called?Candidates:(1) <image>Perperikon. diameter, hewn out of the rocks.It is thought that a famous Temple of Dionysus was located at Perperikon during the classical era.Perperikon is the site from which Medokos declared himself the king of Thrace in 424 BCE, after Sitalces's death, but was overthrown.Bulgarian archaeologist Nikolay Ovcharov started the excavation works at Perperikon in 2000, and revealed the remains of ancient architectural complex.Archaeologists have uncovered a giant multi-story palace and an imposing fortress built around the hill, with walls as thick as 2.8 m. This dates from the time of the Roman Empire. Temples and residential quarters were also constructed in.(2) <image>Perperikon. are at least two theories about the origin and meaning of the name, both associating it with gold-mining: The city may have been named after a Medieval high-temperature gold-refining process (Medieval Greek ), or the resumed use of a classical-era name for the site, derived from a word for altar-fire (ancient Greek ).## History.Human activity in the area dates back to 5000 BCE. The first traces of civilization on the hill date from the Bronze Age, while the ceramics found on the place date from the Early Iron Age, as well as the impressive round altar, almost 2 m in.(3) <image>Perperikon. The ancient Thracian city of Perperikon (also Perpericum; , ) is located in the Eastern Rhodopes, 15 km northeast of the present-day town of Kardzhali, Bulgaria on a 470 m high rocky hill, which is thought to have been a sacred place. The village of Gorna krepost (\"Upper Fortress\") is located at the foot of the hill and the gold-bearing Perpereshka River flows nearby. Perperikon is the largest megalith ensemble site in the Balkans.## The name \"Perperikon\".The name Perperikon dates from the Middle Ages – 11th–13th centuries. The original name Hyperperakion was shortened by scribes to Perperakion or Perperikon. There.(4) <image>Perperikon. The ancient Thracian city of Perperikon (also Perpericum; , ) is located in the Eastern Rhodopes, 15 km northeast of the present-day town of Kardzhali, Bulgaria on a 470 m high rocky hill, which is thought to have been a sacred place. The village of Gorna krepost (\"Upper Fortress\") is located at the foot of the hill and the gold-bearing Perpereshka River flows nearby. Perperikon is the largest megalith ensemble site in the Balkans.## The name \"Perperikon\".The name Perperikon dates from the Middle Ages – 11th–13th centuries. The original name Hyperperakion was shortened by scribes to Perperakion or Perperikon. There.(5) <image>Perperikon. the fortress. The megalithic complex has been laid in ruins and re-erected many times throughout history.A 2.4 million Euro visitor centre is being constructed with funds provided by the EU.## Church.A church pulpit was found by Bulgarian archeologists at the peak of the Thracian rock sanctuary on 10 September 2005. It is thought to be the first found in Bulgaria. The pulpit was probably built at the end of the 4th century CE or the early 5th century during the reign of Byzantine Arcadius and coincided with the period of the christening of the Thracians in the Rhodopes area.The church.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00024095.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q194/Q1943549.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q194/Q1943549.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q194/Q1943549.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q194/Q1943549.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q194/Q1943549.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q194/Q1943549.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q194/Q1943549.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q194/Q1943549.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q194/Q1943549.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q194/Q1943549.jpg"
],
"candidate_texts": [
"Perperikon. diameter, hewn out of the rocks.It is thought that a famous Temple of Dionysus was located at Perperikon during the classical era.Perperikon is the site from which Medokos declared himself the king of Thrace in 424 BCE, after Sitalces's death, but was overthrown.Bulgarian archaeologist Nikolay Ovcharov started the excavation works at Perperikon in 2000, and revealed the remains of ancient architectural complex.Archaeologists have uncovered a giant multi-story palace and an imposing fortress built around the hill, with walls as thick as 2.8 m. This dates from the time of the Roman Empire. Temples and residential quarters were also constructed in.",
"Perperikon. are at least two theories about the origin and meaning of the name, both associating it with gold-mining: The city may have been named after a Medieval high-temperature gold-refining process (Medieval Greek ), or the resumed use of a classical-era name for the site, derived from a word for altar-fire (ancient Greek ).## History.Human activity in the area dates back to 5000 BCE. The first traces of civilization on the hill date from the Bronze Age, while the ceramics found on the place date from the Early Iron Age, as well as the impressive round altar, almost 2 m in.",
"Perperikon. The ancient Thracian city of Perperikon (also Perpericum; , ) is located in the Eastern Rhodopes, 15 km northeast of the present-day town of Kardzhali, Bulgaria on a 470 m high rocky hill, which is thought to have been a sacred place. The village of Gorna krepost (\"Upper Fortress\") is located at the foot of the hill and the gold-bearing Perpereshka River flows nearby. Perperikon is the largest megalith ensemble site in the Balkans.## The name \"Perperikon\".The name Perperikon dates from the Middle Ages – 11th–13th centuries. The original name Hyperperakion was shortened by scribes to Perperakion or Perperikon. There.",
"Perperikon. The ancient Thracian city of Perperikon (also Perpericum; , ) is located in the Eastern Rhodopes, 15 km northeast of the present-day town of Kardzhali, Bulgaria on a 470 m high rocky hill, which is thought to have been a sacred place. The village of Gorna krepost (\"Upper Fortress\") is located at the foot of the hill and the gold-bearing Perpereshka River flows nearby. Perperikon is the largest megalith ensemble site in the Balkans.## The name \"Perperikon\".The name Perperikon dates from the Middle Ages – 11th–13th centuries. The original name Hyperperakion was shortened by scribes to Perperakion or Perperikon. There.",
"Perperikon. the fortress. The megalithic complex has been laid in ruins and re-erected many times throughout history.A 2.4 million Euro visitor centre is being constructed with funds provided by the EU.## Church.A church pulpit was found by Bulgarian archeologists at the peak of the Thracian rock sanctuary on 10 September 2005. It is thought to be the first found in Bulgaria. The pulpit was probably built at the end of the 4th century CE or the early 5th century during the reign of Byzantine Arcadius and coincided with the period of the christening of the Thracians in the Rhodopes area.The church."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00024095.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q194/Q1943549.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q194/Q1943549.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q194/Q1943549.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q194/Q1943549.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q194/Q1943549.jpg"
],
"num_candidates": 5,
"qid": "5:18558",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00024095.jpg",
"query_text": "What is this location called?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>What country does this object belong to?Candidates:(1) <image>Confederate States dollar. of . As the war began to tilt against the Confederates, confidence in the currency diminished, and the government inflated the currency by continuing to print the unbacked banknotes. By the end of 1863, the Confederate dollar (or \"Greyback\", to distinguish it from the then-new \"Greenback\" paper US dollar, which was likewise put into circulation during the war) was quoted at just six cents in gold, and fell further still.The Greyback is now a prized collector's item, in its many versions, including those issued by individual states and local banks. The various engravings of leading Confederates, gods and goddesses, trains,.(2) <image>Confederate States dollar. ships and enslaved Africans on these hastily printed banknotes, sometimes cut with scissors and signed by clerks, continue to stimulate debate among antique dealers, with even some of the counterfeit notes commanding high prices.## Background.The Confederate dollar, often called a \"Greyback\", was first issued into circulation in April 1861, when the Confederacy was only two months old, and on the eve of the outbreak of the Civil War.At first, Confederate currency was accepted throughout the South as a medium of exchange with high purchasing power. As the war progressed, confidence in the ultimate success waned, the amount of paper money.(3) <image>Confederate States dollar. The Confederate States dollar was first issued just before the outbreak of the American Civil War by the newly formed Confederacy. It was not backed by hard assets, but simply by a promise to pay the bearer after the war, on the prospect of Southern victory and independence. As the Civil War progressed and victory for the South seemed less and less likely, its value declined. After the Confederacy's defeat, its money had no value, and both individuals and banks lost large sums.The first series of Confederate paper money, issued in March 1861, bore interest and had a total circulation.(4) <image>Confederate States dollar. increased, and their dates of redemption were extended further into the future. Most Confederate currency carried the phrase across the top of the bill: then across the middle, the \" [amount of bill] \" (or \" [amount of bill]\" or \" [amount of bill]\").As the war progressed, the currency underwent the depreciation and soaring prices characteristic of inflation. For example, when news of the Confederate defeat at Gettysburg reached the public, the Confederate currency depreciated 20%. Confederate President Jefferson Davis asked private citizens to restore the value of the Confederate dollar by mutually agreeing to sell and buy items only.(5) <image>Confederate States dollar. at reduced prices. In October 1863, Confederate States Senator Louis Wigfall of Texas said that a Confederate soldier received per month in pay, which was worth the same as had been worth at the beginning of the war. In September 1864, one Confederate dollar was worth the same as three cents of United States currency. People tried to retain their wealth by buying gold to such an extent that, in Richmond, it was impossible to find someone who would sell their gold. At Christmas 1864, the Confederate dollar's worth had decreased to such an extent that a turkey sold for.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/01/oven_01464297.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q686/Q686163.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q686/Q686163.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q686/Q686163.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q686/Q686163.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q686/Q686163.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q686/Q686163.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q686/Q686163.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q686/Q686163.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q686/Q686163.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q686/Q686163.jpg"
],
"candidate_texts": [
"Confederate States dollar. of . As the war began to tilt against the Confederates, confidence in the currency diminished, and the government inflated the currency by continuing to print the unbacked banknotes. By the end of 1863, the Confederate dollar (or \"Greyback\", to distinguish it from the then-new \"Greenback\" paper US dollar, which was likewise put into circulation during the war) was quoted at just six cents in gold, and fell further still.The Greyback is now a prized collector's item, in its many versions, including those issued by individual states and local banks. The various engravings of leading Confederates, gods and goddesses, trains,.",
"Confederate States dollar. ships and enslaved Africans on these hastily printed banknotes, sometimes cut with scissors and signed by clerks, continue to stimulate debate among antique dealers, with even some of the counterfeit notes commanding high prices.## Background.The Confederate dollar, often called a \"Greyback\", was first issued into circulation in April 1861, when the Confederacy was only two months old, and on the eve of the outbreak of the Civil War.At first, Confederate currency was accepted throughout the South as a medium of exchange with high purchasing power. As the war progressed, confidence in the ultimate success waned, the amount of paper money.",
"Confederate States dollar. The Confederate States dollar was first issued just before the outbreak of the American Civil War by the newly formed Confederacy. It was not backed by hard assets, but simply by a promise to pay the bearer after the war, on the prospect of Southern victory and independence. As the Civil War progressed and victory for the South seemed less and less likely, its value declined. After the Confederacy's defeat, its money had no value, and both individuals and banks lost large sums.The first series of Confederate paper money, issued in March 1861, bore interest and had a total circulation.",
"Confederate States dollar. increased, and their dates of redemption were extended further into the future. Most Confederate currency carried the phrase across the top of the bill: then across the middle, the \" [amount of bill] \" (or \" [amount of bill]\" or \" [amount of bill]\").As the war progressed, the currency underwent the depreciation and soaring prices characteristic of inflation. For example, when news of the Confederate defeat at Gettysburg reached the public, the Confederate currency depreciated 20%. Confederate President Jefferson Davis asked private citizens to restore the value of the Confederate dollar by mutually agreeing to sell and buy items only.",
"Confederate States dollar. at reduced prices. In October 1863, Confederate States Senator Louis Wigfall of Texas said that a Confederate soldier received per month in pay, which was worth the same as had been worth at the beginning of the war. In September 1864, one Confederate dollar was worth the same as three cents of United States currency. People tried to retain their wealth by buying gold to such an extent that, in Richmond, it was impossible to find someone who would sell their gold. At Christmas 1864, the Confederate dollar's worth had decreased to such an extent that a turkey sold for."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/01/oven_01464297.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q686/Q686163.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q686/Q686163.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q686/Q686163.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q686/Q686163.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q686/Q686163.jpg"
],
"num_candidates": 5,
"qid": "6:65071",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/01/oven_01464297.jpg",
"query_text": "What country does this object belong to?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) Some people in orange are standing together outside.(2) People standing in the road, some with flags in front of a wall.(3) People in and beside a mobile staging area in a city.(4) A number of people next to a makeshift wall.(5) Individuals are up and doing something fun today.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000131044.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"Some people in orange are standing together outside.",
"People standing in the road, some with flags in front of a wall.",
"People in and beside a mobile staging area in a city.",
"A number of people next to a makeshift wall.",
"Individuals are up and doing something fun today."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000131044.jpg"
],
"num_candidates": 5,
"qid": "9:199702",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000131044.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>What is the closest parent taxonomy of this plant?Candidates:(1) Marasmius oreades. the \"Collybia\", \"Marasmiellus\", \"Micromphale\", and \"Strobilurus\" genera are also similar, sometimes requiring microscopic analysis to differentiate.(2) Marasmius oreades. sweet-tasting is due to the presence of trehalose, a type of sugar that allows \"M. oreades\" to resist death by desiccation. When exposed to water after being completely dried out, the trehalose is digested as the cells completely revive, causing cellular processes, including the creation of new spores, to begin again.## Ecological uses.\"Marasmius oreades\" can be used for the biological remediation of bismuth in polluted soils.## Similar species.This mushroom can be mistaken for the toxic \"Clitocybe dealbata\" or \"C. rivulosa\", which have closely spaced decurrent gills. The latter lacks an umbo, and is white to grey in color.Some species of.(3) Marasmius oreades. Marasmius oreades, also known as the fairy ring mushroom or fairy ring champignon, is a mushroom native to North America and Europe. Its common names can cause some confusion, as many other mushrooms grow in fairy rings, such as the edible \"Agaricus campestris\" and the poisonous \"Chlorophyllum molybdites\".## Distribution and habitat.\"Marasmius oreades\" grows extensively throughout North America, especially the east where they are also more diverse, and Europe in the summer and autumn (fall) (June–November in the UK), or year-round in warmer climates. It appears in grassy areas such as lawns, meadows, and even dunes in coastal areas.## Description.\"Marasmius oreades.(4) Marasmius oreades. grows gregariously in troops, arcs, or rings (type II, which causes the grass to grow and become greener). The cap is 1–5 (cm) across; bell-shaped with a somewhat inrolled margin at first, becoming broadly convex with an even or uplifted margin, but usually retaining a slight central bump- an \"umbo\"; dry; smooth; pale tan or buff, occasionally white, or reddish tan; usually changing color markedly as it dries out; the margin sometimes faintly lined.The bare, pallid, and tough stem grows up to about 2-6 (cm) tall and 2-6 (mm) in diameter.The gills are attached to the stem or free from.(5) Marasmius oreades. it, fairly thick and spaced apart, and white or pale tan, with a cyanide-like odor and dropping a white spore print. The spores measure 7–10 μm × 4–6 μm; they are smooth, elliptical, and inamyloid. Cystidia absent. Pileipellis without broom cells.## Edibility.\"Marasmius oreades\" is a choice edible mushroom. Its sweet taste lends it to baked goods such as cookies. It is also used in foods such as soups, stews, etc. Traditionally, the stems (which tend to be fibrous and unappetizing) are cut off and the caps are threaded and dried in strings. A possible reason why this mushroom is so.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/04/oven_04854210.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"Marasmius oreades. the \"Collybia\", \"Marasmiellus\", \"Micromphale\", and \"Strobilurus\" genera are also similar, sometimes requiring microscopic analysis to differentiate.",
"Marasmius oreades. sweet-tasting is due to the presence of trehalose, a type of sugar that allows \"M. oreades\" to resist death by desiccation. When exposed to water after being completely dried out, the trehalose is digested as the cells completely revive, causing cellular processes, including the creation of new spores, to begin again.## Ecological uses.\"Marasmius oreades\" can be used for the biological remediation of bismuth in polluted soils.## Similar species.This mushroom can be mistaken for the toxic \"Clitocybe dealbata\" or \"C. rivulosa\", which have closely spaced decurrent gills. The latter lacks an umbo, and is white to grey in color.Some species of.",
"Marasmius oreades. Marasmius oreades, also known as the fairy ring mushroom or fairy ring champignon, is a mushroom native to North America and Europe. Its common names can cause some confusion, as many other mushrooms grow in fairy rings, such as the edible \"Agaricus campestris\" and the poisonous \"Chlorophyllum molybdites\".## Distribution and habitat.\"Marasmius oreades\" grows extensively throughout North America, especially the east where they are also more diverse, and Europe in the summer and autumn (fall) (June–November in the UK), or year-round in warmer climates. It appears in grassy areas such as lawns, meadows, and even dunes in coastal areas.## Description.\"Marasmius oreades.",
"Marasmius oreades. grows gregariously in troops, arcs, or rings (type II, which causes the grass to grow and become greener). The cap is 1–5 (cm) across; bell-shaped with a somewhat inrolled margin at first, becoming broadly convex with an even or uplifted margin, but usually retaining a slight central bump- an \"umbo\"; dry; smooth; pale tan or buff, occasionally white, or reddish tan; usually changing color markedly as it dries out; the margin sometimes faintly lined.The bare, pallid, and tough stem grows up to about 2-6 (cm) tall and 2-6 (mm) in diameter.The gills are attached to the stem or free from.",
"Marasmius oreades. it, fairly thick and spaced apart, and white or pale tan, with a cyanide-like odor and dropping a white spore print. The spores measure 7–10 μm × 4–6 μm; they are smooth, elliptical, and inamyloid. Cystidia absent. Pileipellis without broom cells.## Edibility.\"Marasmius oreades\" is a choice edible mushroom. Its sweet taste lends it to baked goods such as cookies. It is also used in foods such as soups, stews, etc. Traditionally, the stems (which tend to be fibrous and unappetizing) are cut off and the caps are threaded and dried in strings. A possible reason why this mushroom is so."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/04/oven_04854210.jpg"
],
"num_candidates": 5,
"qid": "6:246518",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/04/oven_04854210.jpg",
"query_text": "What is the closest parent taxonomy of this plant?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:A person skis through a forest during a competition.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000446818.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000490027.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/val2014/COCO_val2014_000000440062.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000022624.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000447103.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 4,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000446818.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000490027.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/val2014/COCO_val2014_000000440062.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000022624.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000447103.jpg"
],
"candidate_texts": [],
"ground_truth_position": 4,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000446818.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000490027.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/val2014/COCO_val2014_000000440062.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000022624.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000447103.jpg"
],
"num_candidates": 5,
"qid": "9:165429",
"query_image": null,
"query_text": "A person skis through a forest during a competition."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:Did the considerable territorial expansion of the Asturian kingdom under Alfonso III occur while Mauregatus the Usurper was king?Candidates:(1) This was followed by the subsequent formation of the Kingdom of Asturias in northern Spain and the beginning of the Reconquista by Christian troops under Pelagius. During their governance of Hispania, the Visigoths built several churches that survived.(2) Mauregatus the Usurper ( Spanish: Mauregato) was the king of Asturias from 783 to 788 or 789. He was an illegitimate son of Alfonso I, supposedly by a Moorish serf. He usurped the throne on the death of Silo, the husband of his half sister Adosinda.(3) The considerable territorial expansion of the Asturian kingdom under Alfonso III (866–910) was largely made possible by the collapse of Umayyad control over many parts of Al-Andalus at this time. Between the years 866 and 881, the western frontier of the kingdom in Galicia was expanded into the northern part of modern-day Portugal.(4) To the east, this southern expansion led the capital of the Christian kingdom to be moved to the city of León, from which time the state is usually called the Kingdom of León.(5) Fruela II(c. 875–July 925) was the King of Asturias from the death of his father, Alfonso III of Asturias, in 910 to his own death. When his father died, the kingdom was divided, with the third son, Fruela, taking the original portion (Asturias); the second, Ordoño, taking Galicia; and the eldest, García, taking León.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"This was followed by the subsequent formation of the Kingdom of Asturias in northern Spain and the beginning of the Reconquista by Christian troops under Pelagius. During their governance of Hispania, the Visigoths built several churches that survived.",
"Mauregatus the Usurper ( Spanish: Mauregato) was the king of Asturias from 783 to 788 or 789. He was an illegitimate son of Alfonso I, supposedly by a Moorish serf. He usurped the throne on the death of Silo, the husband of his half sister Adosinda.",
"The considerable territorial expansion of the Asturian kingdom under Alfonso III (866–910) was largely made possible by the collapse of Umayyad control over many parts of Al-Andalus at this time. Between the years 866 and 881, the western frontier of the kingdom in Galicia was expanded into the northern part of modern-day Portugal.",
"To the east, this southern expansion led the capital of the Christian kingdom to be moved to the city of León, from which time the state is usually called the Kingdom of León.",
"Fruela II(c. 875–July 925) was the King of Asturias from the death of his father, Alfonso III of Asturias, in 910 to his own death. When his father died, the kingdom was divided, with the third son, Fruela, taking the original portion (Asturias); the second, Ordoño, taking Galicia; and the eldest, García, taking León."
],
"ground_truth_position": 2,
"images": [],
"num_candidates": 5,
"qid": "2:20511",
"query_image": null,
"query_text": "Did the considerable territorial expansion of the Asturian kingdom under Alfonso III occur while Mauregatus the Usurper was king?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:What type of clothing is the man wearing in the Autorretrato de Goya?Candidates:(1) <image>Paul Gosselin Self portrait of the Belgian painter.(2) <image>Autorretrato de Goya (1796).(3) <image>Francisco de Goya y Lucientes, Portrait of Mariano Goya, 1827.(4) <image>Goya - Delteil, 128.(5) <image>Francisco de Goya y Lucientes Self-portrait.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30377696.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30253754.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30343659.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30265681.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30362483.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30377696.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30253754.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30343659.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30265681.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30362483.jpg"
],
"candidate_texts": [
"Paul Gosselin Self portrait of the Belgian painter.",
"Autorretrato de Goya (1796).",
"Francisco de Goya y Lucientes, Portrait of Mariano Goya, 1827.",
"Goya - Delteil, 128.",
"Francisco de Goya y Lucientes Self-portrait."
],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30377696.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30253754.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30343659.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30265681.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30362483.jpg"
],
"num_candidates": 5,
"qid": "2:3811",
"query_image": null,
"query_text": "What type of clothing is the man wearing in the Autorretrato de Goya?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) Blue esme crochet dress.(2) Midi dress cut-out shoulders blue.(3) Blue lace mini dress.(4) Blue embellished sheer three quarter sleeve dress.(5) Blue guipure lace dress.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/mini_and_short_dresses/91259688/91259688_2.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"Blue esme crochet dress.",
"Midi dress cut-out shoulders blue.",
"Blue lace mini dress.",
"Blue embellished sheer three quarter sleeve dress.",
"Blue guipure lace dress."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/mini_and_short_dresses/91259688/91259688_2.jpg"
],
"num_candidates": 5,
"qid": "1:21105",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/mini_and_short_dresses/91259688/91259688_2.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:President and Michelle Obama had dinner with campaign contestant winners in March 2012 at the Boundary Road in Washington.Candidates:(1) <image>President Barack Obama and First Lady Michelle Obama have dinner with winners of a campaign contest, incl.(2) <image>StyleMichelle Obama skips Nordic fashion in favor of her go to designer Naeem Khan.(3) <image>Michelle Obama's Sweet Valentine's Day Photo of Barack Obama, Sasha and Malia.(4) <image>Photo: Obamas dine with campaign contest winners in Washington - WAX20120308205.(5) <image>In the LoopDSCC thinks young voters sit around eating bags of cheesy puffs.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00098812_15882_00.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00081656_40000_05.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00180308_26107_00.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00098813_15882_00.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00098810_40000_05.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00098812_15882_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00081656_40000_05.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00180308_26107_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00098813_15882_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00098810_40000_05.jpg"
],
"candidate_texts": [
"President Barack Obama and First Lady Michelle Obama have dinner with winners of a campaign contest, incl.",
"StyleMichelle Obama skips Nordic fashion in favor of her go to designer Naeem Khan.",
"Michelle Obama's Sweet Valentine's Day Photo of Barack Obama, Sasha and Malia.",
"Photo: Obamas dine with campaign contest winners in Washington - WAX20120308205.",
"In the LoopDSCC thinks young voters sit around eating bags of cheesy puffs."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00098812_15882_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00081656_40000_05.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00180308_26107_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00098813_15882_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00098810_40000_05.jpg"
],
"num_candidates": 5,
"qid": "3:22570",
"query_image": null,
"query_text": "President and Michelle Obama had dinner with campaign contestant winners in March 2012 at the Boundary Road in Washington."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Which country does this animal come from?Candidates:(1) <image>Irish Setter. and the Marquis of Waterford.It was noted as early as 1845 that setters in Ireland were predominantly either red, or, according to Youatt, \"...very red, or red and white, or lemon coloured, or white patched with deep chestnut.\" Clearly, the preference for a solid red-coloured dog was having an effect on the appearance of the typical Irish-bred setter.The breed standard for the modern Irish Setter was first drawn up by the Irish Red Setter Club in Dublin and approved on 29 March 1886. It consisted of a 100-point scale, with a given number of points awarded for each of the.(2) <image>Irish Setter. Sherlock Holmes in \"Sherlock\" Sasha La Fleur, Charlie's love interest in \"All Dogs Go to Heaven 2\" Shamus, an anthropomorphic male Irish setter in \"Mary Poppins Returns\". List of dog breeds Fergus, Charles. \"Gun Dog Breeds, A Guide to Spaniels, Retrievers, and Pointing Dogs\", The Lyons Press, 2002. ## External links. Irish Setters UK & Ireland Website - www.irishsetter.org.uk.(3) <image>Irish Setter. of both CLAD and PRA (RCD-1).Gluten intolerance in Irish Setters is a naturally occurring genetic disorder that is the result of a single autosomal recessive locus. At around 6 months of age, Irish Setters with this condition will develop an increased immune cell presence and a decrease in absorption within the small intestine when fed a gluten containing diet. These effects lead to further damage of the small intestine as well as malnutrition and diarrhea. Irish Setters that are fed a gluten free diet have been shown to be exempt from any effects associated with gluten intolerance.## Miscellaneous.Ireland's national bus.(4) <image>Irish Terrier. fondness for children. There is ambitious breeding in many continents, including Africa (South Africa), North America, (Northern) Europe and Australia.## Care.When groomed properly, the Irish Terrier coat will protect the dog from rain and cold. A properly cared-for Irish Terrier does not shed either. The wiry coat is fairly easy to groom, pet dogs (rather than show dogs) needing stripping only once or twice a year.The coat must be stripped by hand or a non-cutting knife to retain its weather-resistant qualities. This does not hurt the dog when done properly. Keeping the skin above the stripped section taut with the.(5) <image>Irish Setter. and coach operator Bus Éireann uses the Irish Setter as its corporate logo. Alex the Dog from the Stroh's beer commercials (half Irish Setter, half Golden Retriever) Big Red, book and movie character Chauncey, fictional dog of Duck Phillips in \"Mad Men\" Garry Owen, pet of Maine Governor Percival Proctor Baxter King Timahoe (1968–1979), pet of Richard Nixon, a 56th birthday gift from his White House staff in January 1969. Kojak, fictional dog in the Stephen King novel \"The Stand\" Mike, pet of US President Harry Truman Milord, a red Setter which was Alexander II, Tsar of Russia's favourite dogMolly,.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/01/oven_01600093.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q387/Q38761.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q387/Q38761.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q387/Q38761.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q386/Q38644.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q387/Q38761.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q387/Q38761.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q387/Q38761.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q387/Q38761.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q386/Q38644.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q387/Q38761.jpg"
],
"candidate_texts": [
"Irish Setter. and the Marquis of Waterford.It was noted as early as 1845 that setters in Ireland were predominantly either red, or, according to Youatt, \"...very red, or red and white, or lemon coloured, or white patched with deep chestnut.\" Clearly, the preference for a solid red-coloured dog was having an effect on the appearance of the typical Irish-bred setter.The breed standard for the modern Irish Setter was first drawn up by the Irish Red Setter Club in Dublin and approved on 29 March 1886. It consisted of a 100-point scale, with a given number of points awarded for each of the.",
"Irish Setter. Sherlock Holmes in \"Sherlock\" Sasha La Fleur, Charlie's love interest in \"All Dogs Go to Heaven 2\" Shamus, an anthropomorphic male Irish setter in \"Mary Poppins Returns\". List of dog breeds Fergus, Charles. \"Gun Dog Breeds, A Guide to Spaniels, Retrievers, and Pointing Dogs\", The Lyons Press, 2002. ## External links. Irish Setters UK & Ireland Website - www.irishsetter.org.uk.",
"Irish Setter. of both CLAD and PRA (RCD-1).Gluten intolerance in Irish Setters is a naturally occurring genetic disorder that is the result of a single autosomal recessive locus. At around 6 months of age, Irish Setters with this condition will develop an increased immune cell presence and a decrease in absorption within the small intestine when fed a gluten containing diet. These effects lead to further damage of the small intestine as well as malnutrition and diarrhea. Irish Setters that are fed a gluten free diet have been shown to be exempt from any effects associated with gluten intolerance.## Miscellaneous.Ireland's national bus.",
"Irish Terrier. fondness for children. There is ambitious breeding in many continents, including Africa (South Africa), North America, (Northern) Europe and Australia.## Care.When groomed properly, the Irish Terrier coat will protect the dog from rain and cold. A properly cared-for Irish Terrier does not shed either. The wiry coat is fairly easy to groom, pet dogs (rather than show dogs) needing stripping only once or twice a year.The coat must be stripped by hand or a non-cutting knife to retain its weather-resistant qualities. This does not hurt the dog when done properly. Keeping the skin above the stripped section taut with the.",
"Irish Setter. and coach operator Bus Éireann uses the Irish Setter as its corporate logo. Alex the Dog from the Stroh's beer commercials (half Irish Setter, half Golden Retriever) Big Red, book and movie character Chauncey, fictional dog of Duck Phillips in \"Mad Men\" Garry Owen, pet of Maine Governor Percival Proctor Baxter King Timahoe (1968–1979), pet of Richard Nixon, a 56th birthday gift from his White House staff in January 1969. Kojak, fictional dog in the Stephen King novel \"The Stand\" Mike, pet of US President Harry Truman Milord, a red Setter which was Alexander II, Tsar of Russia's favourite dogMolly,."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/01/oven_01600093.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q387/Q38761.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q387/Q38761.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q387/Q38761.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q386/Q38644.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q387/Q38761.jpg"
],
"num_candidates": 5,
"qid": "6:230803",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/01/oven_01600093.jpg",
"query_text": "Which country does this animal come from?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:Who is credited for the creation of the class of families that were initially the only ones allowed to exercise most political functions in Ancient Rome?Candidates:(1) According to tradition, the consulship was initially reserved for patricians and only in 367 BC did plebeians win the right to stand for this supreme office, when the Lex Licinia Sextia provided that at least one consul each year should be plebeian. The first plebeian consul, Lucius Sextius, was elected the following year.(2) By not having anyone advocating for their interests, this also meant that the Plebeians did not know the laws they had to abide by. Since the patricians were of high social status, they did not want to lose this status; they were not in agreement with changing the structure of society by giving plebeians more status.(3) Romulus and his brother, Remus, with the she-wolf. Romulus is credited with creating the patrician class. The patricians (from Latin: patricius) were originally a group of ruling class families in ancient Rome.(4) During the early Republic, the plebs (or plebeians) emerged as a self-organised, culturally distinct group of commoners, with their own internal hierarchy, laws, customs, and interests. Plebeians had no access to high religious and civil office, and could be punished for offences against laws of which they had no knowledge.(5) Patricianship, the quality of belonging to a patriciate, began in the ancient world, where cities such as Ancient Rome had a class of patrician families whose members were initially the only people allowed to exercise many political functions.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[] |
multimodal_reranking
|
{
"ground_truth": 3,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"According to tradition, the consulship was initially reserved for patricians and only in 367 BC did plebeians win the right to stand for this supreme office, when the Lex Licinia Sextia provided that at least one consul each year should be plebeian. The first plebeian consul, Lucius Sextius, was elected the following year.",
"By not having anyone advocating for their interests, this also meant that the Plebeians did not know the laws they had to abide by. Since the patricians were of high social status, they did not want to lose this status; they were not in agreement with changing the structure of society by giving plebeians more status.",
"Romulus and his brother, Remus, with the she-wolf. Romulus is credited with creating the patrician class. The patricians (from Latin: patricius) were originally a group of ruling class families in ancient Rome.",
"During the early Republic, the plebs (or plebeians) emerged as a self-organised, culturally distinct group of commoners, with their own internal hierarchy, laws, customs, and interests. Plebeians had no access to high religious and civil office, and could be punished for offences against laws of which they had no knowledge.",
"Patricianship, the quality of belonging to a patriciate, began in the ancient world, where cities such as Ancient Rome had a class of patrician families whose members were initially the only people allowed to exercise many political functions."
],
"ground_truth_position": 3,
"images": [],
"num_candidates": 5,
"qid": "2:26099",
"query_image": null,
"query_text": "Who is credited for the creation of the class of families that were initially the only ones allowed to exercise most political functions in Ancient Rome?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:A city street where a police officer and several people are standing.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000154625.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/val2014/COCO_val2014_000000443492.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/val2014/COCO_val2014_000000497604.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000248194.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000390539.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 4,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000154625.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/val2014/COCO_val2014_000000443492.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/val2014/COCO_val2014_000000497604.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000248194.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000390539.jpg"
],
"candidate_texts": [],
"ground_truth_position": 4,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000154625.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/val2014/COCO_val2014_000000443492.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/val2014/COCO_val2014_000000497604.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000248194.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000390539.jpg"
],
"num_candidates": 5,
"qid": "9:36791",
"query_image": null,
"query_text": "A city street where a police officer and several people are standing."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) Multicolor mixed fabric maxi tank dress.(2) Multicolor striped fit flare dress.(3) Gray printed silk-blend maxi dress.(4) Blue trendy plus size printed midi dress.(5) Green tie-front dress.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/casual_and_day_dresses/89206428/89206428_0.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 4,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"Multicolor mixed fabric maxi tank dress.",
"Multicolor striped fit flare dress.",
"Gray printed silk-blend maxi dress.",
"Blue trendy plus size printed midi dress.",
"Green tie-front dress."
],
"ground_truth_position": 4,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/casual_and_day_dresses/89206428/89206428_0.jpg"
],
"num_candidates": 5,
"qid": "1:1654",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/casual_and_day_dresses/89206428/89206428_0.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:White sweet embroidered long-sleeve maxi dress.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/maxi_and_long_dresses/88628049/88628049_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/maxi_and_long_dresses/88932141/88932141_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/maxi_and_long_dresses/88628049/88628049_2.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/maxi_and_long_dresses/88628049/88628049_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/maxi_and_long_dresses/88628049/88628049_4.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/maxi_and_long_dresses/88628049/88628049_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/maxi_and_long_dresses/88932141/88932141_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/maxi_and_long_dresses/88628049/88628049_2.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/maxi_and_long_dresses/88628049/88628049_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/maxi_and_long_dresses/88628049/88628049_4.jpg"
],
"candidate_texts": [],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/maxi_and_long_dresses/88628049/88628049_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/maxi_and_long_dresses/88932141/88932141_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/maxi_and_long_dresses/88628049/88628049_2.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/maxi_and_long_dresses/88628049/88628049_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/maxi_and_long_dresses/88628049/88628049_4.jpg"
],
"num_candidates": 5,
"qid": "1:14565",
"query_image": null,
"query_text": "White sweet embroidered long-sleeve maxi dress."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>What is the closest parent taxonomy of this plant?Candidates:(1) Jasminum nudiflorum. was collected in China by Robert Fortune.It was first published and described by Lindl. in the Journal of the Horticultural Society of London Vol.1 on page 153 in 1846.It was verified by United States Department of Agriculture and the Agricultural Research Service on 30 September 2011.## Distribution and range.It is native to China. It is found within many Provinces of China, (including Guangxi (Gansu), Shanxi, Sichuan, Xizang (also referred to as Tibet) and Yunnan.## Cultivation.\"Jasminum nudiflorum\" is valued by gardeners as one of the few plants that are in flower during the winter months. It is frequently trained against a.(2) Jasminum nudiflorum. 657, \"Jasminum nudiflorum\"Hauenstein-rafz, Winter-Jasmin, \"Jasminum nudiflorum.(3) Jasminum nudiflorum. wall to provide extra warmth and shelter, but also lends itself to groundcover. It tolerates hard pruning and should be pruned in spring immediately after flowering; regular pruning will help to prevent bare patches. It can also be grown as a bonsai and is very tolerant of the wiring methods. It likes full sun or partial shade and is hardy.It has gained the Royal Horticultural Society's Award of Garden Merit. It can be propagated using the layering technique.\"Jasminum nudiflorum\" Bonsai CreationMissouri Botanical Garden, Plant Finder, Gardening Help, \"Jasminum nudiflorum\"Plants for a Future, \"Jasminum nudiflorum\"Royal Horticultural Society Plant Selector, \"Jasminum nudiflorum\"FloraData.(4) Jasminum nudiflorum. Jasminum nudiflorum, the winter jasmine, is a slender, deciduous shrub native to China (Gansu, Shaanxi, Sichuan, Xizang (Tibet), Yunnan). The flower's blossoming peaks right after winter, which is why it is also named Yingchun () in Chinese, which means \"the flower that welcomes Spring\". It is widely cultivated as an ornamental and is reportedly naturalized in France and in scattered locations in the United States (Texas, Oklahoma, Georgia, Tennessee, Maryland and New Jersey).## Description.It grows to 3 (m) tall and wide, with arching green shoots and opposite, pinnate, dark green leaves. Each leaf is divided into three oval-oblong leaflets which.(5) Jasminum nudiflorum. are about 3 cm long. It is a trailing, vine-like shrub. As its name suggests, in the Northern Hemisphere winter jasmine flowers from November to March. The solitary flowers, often appearing on the bare stems (hence the Latin \"nudiflorum\", literally \"naked flower\") have six petals and are bright yellow, or white, about 1 cm across, appearing in the leaf axils. ## Taxonomy.It is known as \"rui guo yuan wei\" or \"yíng chūn huā\" (迎春花) in Mandarin Pinyin.It is also known as 'jasmim-amarelo' in Portuguese (Brazil) and 'vinterjasmin' in Swedish.It is called Gelsomino d'inverno or Gelsomino di San Giuseppe in Italiano.It.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/04/oven_04666860.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"Jasminum nudiflorum. was collected in China by Robert Fortune.It was first published and described by Lindl. in the Journal of the Horticultural Society of London Vol.1 on page 153 in 1846.It was verified by United States Department of Agriculture and the Agricultural Research Service on 30 September 2011.## Distribution and range.It is native to China. It is found within many Provinces of China, (including Guangxi (Gansu), Shanxi, Sichuan, Xizang (also referred to as Tibet) and Yunnan.## Cultivation.\"Jasminum nudiflorum\" is valued by gardeners as one of the few plants that are in flower during the winter months. It is frequently trained against a.",
"Jasminum nudiflorum. 657, \"Jasminum nudiflorum\"Hauenstein-rafz, Winter-Jasmin, \"Jasminum nudiflorum.",
"Jasminum nudiflorum. wall to provide extra warmth and shelter, but also lends itself to groundcover. It tolerates hard pruning and should be pruned in spring immediately after flowering; regular pruning will help to prevent bare patches. It can also be grown as a bonsai and is very tolerant of the wiring methods. It likes full sun or partial shade and is hardy.It has gained the Royal Horticultural Society's Award of Garden Merit. It can be propagated using the layering technique.\"Jasminum nudiflorum\" Bonsai CreationMissouri Botanical Garden, Plant Finder, Gardening Help, \"Jasminum nudiflorum\"Plants for a Future, \"Jasminum nudiflorum\"Royal Horticultural Society Plant Selector, \"Jasminum nudiflorum\"FloraData.",
"Jasminum nudiflorum. Jasminum nudiflorum, the winter jasmine, is a slender, deciduous shrub native to China (Gansu, Shaanxi, Sichuan, Xizang (Tibet), Yunnan). The flower's blossoming peaks right after winter, which is why it is also named Yingchun () in Chinese, which means \"the flower that welcomes Spring\". It is widely cultivated as an ornamental and is reportedly naturalized in France and in scattered locations in the United States (Texas, Oklahoma, Georgia, Tennessee, Maryland and New Jersey).## Description.It grows to 3 (m) tall and wide, with arching green shoots and opposite, pinnate, dark green leaves. Each leaf is divided into three oval-oblong leaflets which.",
"Jasminum nudiflorum. are about 3 cm long. It is a trailing, vine-like shrub. As its name suggests, in the Northern Hemisphere winter jasmine flowers from November to March. The solitary flowers, often appearing on the bare stems (hence the Latin \"nudiflorum\", literally \"naked flower\") have six petals and are bright yellow, or white, about 1 cm across, appearing in the leaf axils. ## Taxonomy.It is known as \"rui guo yuan wei\" or \"yíng chūn huā\" (迎春花) in Mandarin Pinyin.It is also known as 'jasmim-amarelo' in Portuguese (Brazil) and 'vinterjasmin' in Swedish.It is called Gelsomino d'inverno or Gelsomino di San Giuseppe in Italiano.It."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/04/oven_04666860.jpg"
],
"num_candidates": 5,
"qid": "6:191618",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/04/oven_04666860.jpg",
"query_text": "What is the closest parent taxonomy of this plant?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/036/667.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/036/667_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/060/511_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/053/334_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/091/927_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/018/871_0.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/036/667_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/060/511_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/053/334_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/091/927_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/018/871_0.jpg"
],
"candidate_texts": [],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/036/667.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/036/667_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/060/511_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/053/334_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/091/927_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/018/871_0.jpg"
],
"num_candidates": 5,
"qid": "4:5826",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/036/667.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Remove fisherman and crabs, add a cauldron and a black woman mixing it, add rural brick house in the baground.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/95/train-1789-2-img1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/45/train-8023-2-img1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/8/train-12489-3-img1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/43/train-1984-1-img1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/85/train-283-2-img1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/19/train-2511-3-img1.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/45/train-8023-2-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/8/train-12489-3-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/43/train-1984-1-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/85/train-283-2-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/19/train-2511-3-img1.jpg"
],
"candidate_texts": [],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/95/train-1789-2-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/45/train-8023-2-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/8/train-12489-3-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/43/train-1984-1-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/85/train-283-2-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/19/train-2511-3-img1.jpg"
],
"num_candidates": 5,
"qid": "8:27741",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/95/train-1789-2-img1.jpg",
"query_text": "Remove fisherman and crabs, add a cauldron and a black woman mixing it, add rural brick house in the baground."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:Multicolor pleated floral-print dress.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/prom_and_formal_dresses/58265252/58265252_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/prom_and_formal_dresses/58265252/58265252_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/prom_and_formal_dresses/85252124/85252124_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/prom_and_formal_dresses/85252124/85252124_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/mini_and_short_dresses/90462845/90462845_0.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 3,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/prom_and_formal_dresses/58265252/58265252_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/prom_and_formal_dresses/58265252/58265252_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/prom_and_formal_dresses/85252124/85252124_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/prom_and_formal_dresses/85252124/85252124_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/mini_and_short_dresses/90462845/90462845_0.jpg"
],
"candidate_texts": [],
"ground_truth_position": 3,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/prom_and_formal_dresses/58265252/58265252_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/prom_and_formal_dresses/58265252/58265252_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/prom_and_formal_dresses/85252124/85252124_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/prom_and_formal_dresses/85252124/85252124_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/mini_and_short_dresses/90462845/90462845_0.jpg"
],
"num_candidates": 5,
"qid": "1:15323",
"query_image": null,
"query_text": "Multicolor pleated floral-print dress."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/091/114.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/017/005_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/056/036_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/091/114_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/002/411_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/091/165_0.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 3,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/017/005_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/056/036_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/091/114_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/002/411_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/091/165_0.jpg"
],
"candidate_texts": [],
"ground_truth_position": 3,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/091/114.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/017/005_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/056/036_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/091/114_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/002/411_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/091/165_0.jpg"
],
"num_candidates": 5,
"qid": "4:14517",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/091/114.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:White austen shirt.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/tops/shirts/75397693/75397693_4.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/tops/shirts/75397693/75397693_3.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/tops/shirts/75397693/75397693_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/tops/shirts/75397693/75397693_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/tops/shirts/75397693/75397693_2.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/tops/shirts/75397693/75397693_4.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/tops/shirts/75397693/75397693_3.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/tops/shirts/75397693/75397693_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/tops/shirts/75397693/75397693_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/tops/shirts/75397693/75397693_2.jpg"
],
"candidate_texts": [],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/tops/shirts/75397693/75397693_4.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/tops/shirts/75397693/75397693_3.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/tops/shirts/75397693/75397693_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/tops/shirts/75397693/75397693_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/tops/shirts/75397693/75397693_2.jpg"
],
"num_candidates": 5,
"qid": "1:16985",
"query_image": null,
"query_text": "White austen shirt."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) Blue dotted tapered trousers.(2) Gray anya geo jacquard stretch trouser.(3) Black wide leg stripe trousers.(4) Blue smart crop trouser pinstripe.(5) Black joanne cropped tailored trousers.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/pants/cropped_pants/90726163/90726163_1.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 4,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"Blue dotted tapered trousers.",
"Gray anya geo jacquard stretch trouser.",
"Black wide leg stripe trousers.",
"Blue smart crop trouser pinstripe.",
"Black joanne cropped tailored trousers."
],
"ground_truth_position": 4,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/pants/cropped_pants/90726163/90726163_1.jpg"
],
"num_candidates": 5,
"qid": "1:26237",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/pants/cropped_pants/90726163/90726163_1.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/031/467.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/092/851_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/031/467_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/062/492_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/036/503_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/069/887_0.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/092/851_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/031/467_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/062/492_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/036/503_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/069/887_0.jpg"
],
"candidate_texts": [],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/031/467.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/092/851_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/031/467_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/062/492_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/036/503_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/069/887_0.jpg"
],
"num_candidates": 5,
"qid": "4:5021",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/031/467.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/063/277.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/063/277_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/071/225_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/065/077_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/006/562_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/005/179_0.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/063/277_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/071/225_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/065/077_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/006/562_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/005/179_0.jpg"
],
"candidate_texts": [],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/063/277.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/063/277_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/071/225_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/065/077_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/006/562_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/005/179_0.jpg"
],
"num_candidates": 5,
"qid": "4:10094",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/063/277.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:Michel Martelly, center, last year after his farewell address as president in Port-au-Prince, Haiti.Candidates:(1) <image>Haiti: a nation sadly familiar with disasters.(2) <image>Haiti’s Violent Politics Are Taken to Court. In Boston.(3) <image>Thousands of protesters in Haiti have returned to the streets of the capital, Port-au-Prince, to call for President Michel Martelly's resignation.(4) <image>Thousands took to the streets of Haiti's capital Port-au-Prince , vowing to drive president Michel Martelly from power.(5) <image>Haiti's Violent Politics Are Taken to Court. In Boston.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00220196_31095_00.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00063558_05179_01.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00872612_40000_02.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00547896_40000_03.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00063560_05179_00.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00220196_31095_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00063558_05179_01.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00872612_40000_02.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00547896_40000_03.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00063560_05179_00.jpg"
],
"candidate_texts": [
"Haiti: a nation sadly familiar with disasters.",
"Haiti’s Violent Politics Are Taken to Court. In Boston.",
"Thousands of protesters in Haiti have returned to the streets of the capital, Port-au-Prince, to call for President Michel Martelly's resignation.",
"Thousands took to the streets of Haiti's capital Port-au-Prince , vowing to drive president Michel Martelly from power.",
"Haiti's Violent Politics Are Taken to Court. In Boston."
],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00220196_31095_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00063558_05179_01.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00872612_40000_02.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00547896_40000_03.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00063560_05179_00.jpg"
],
"num_candidates": 5,
"qid": "3:23381",
"query_image": null,
"query_text": "Michel Martelly, center, last year after his farewell address as president in Port-au-Prince, Haiti."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Which category of food is shown in the image?Candidates:(1) <image>Egg roll. Egg rolls are a variety of deep-fried appetizers served in American Chinese restaurants. An egg roll is a cylindrical, savory roll with shredded cabbage, chopped meat, or other fillings inside a thickly-wrapped wheat flour skin, which is fried in hot oil. The dish is served warm, and is usually eaten with the fingers, dipped in duck sauce, soy sauce, plum sauce, or hot mustard, often from a cellophane packet. Egg rolls are a ubiquitous feature of American Chinese cuisine and are often served as free additions to American Chinese combination platters throughout the United States, along with fried rice and.(2) <image>Sweet roll. A sweet roll or sweet bun refers to any of a number of sweet, baked, yeast-leavened breakfast or dessert foods. They may contain spices, nuts, candied fruits, etc., and are often glazed or topped with icing. Compared to regular bread dough, sweet roll dough generally has higher levels of sugar, fat, eggs, and yeast. They are often round, and are small enough to comprise a single serving. These differ from pastries, which are made from a paste-like batter; from cakes, which are typically unleavened or chemically leavened; and from doughnuts, which are deep fried.Refrigerated ready-to-bake sweet roll dough is commercially.(3) <image>Sushi. are stuffed with salt, placed in a wooden barrel, doused with salt again, then weighed down with a heavy (pickling stone). As days pass, water seeps out and is removed. After six months, this sushi can be eaten, remaining edible for another six months or more.The most famous variety of are the ones offered as a specialty dish of Shiga Prefecture, particularly the made from fish of the crucian carp genus, the authentic version of which calls for the use of , a particular locally differentiated variety of wild goldfish endemic to Lake Biwa.## consists of an oblong mound of.(4) <image>Sushi. variant of filled with (omelette), imitation crab and cucumber, rolled with leaf and , topped with slices of Norwegian salmon, garnished with lemon and mayonnaise. is a medium-sized cylindrical style of sushi with two or more fillings, and was developed as a result of the creation of the California roll, as a method originally meant to hide the nori. differs from other because the rice is on the outside and the nori inside. The filling is in the center surrounded by nori, then a layer of rice, and optionally an outer coating of some other ingredients such as roe or.(5) <image>Sushi. the aesthetic qualities of this cuisine.Many sushi restaurants offer fixed-price sets, selected by the chef from the catch of the day. These are often graded as , , , and , with the most expensive and the cheapest. Sushi restaurants will often have private booth dining, where guests are asked to remove their shoes, leaving them outside the room; However, most sushi bars offer diners a casual experience with an open dining room concept.Sushi may be served (sushi train) style. Color-coded plates of sushi are placed on a conveyor belt; as the belt passes, customers choose as they please. After.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/04/oven_04097991.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q410/Q4103048.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q765/Q7655635.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q463/Q46383.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q463/Q46383.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q463/Q46383.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q410/Q4103048.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q765/Q7655635.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q463/Q46383.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q463/Q46383.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q463/Q46383.jpg"
],
"candidate_texts": [
"Egg roll. Egg rolls are a variety of deep-fried appetizers served in American Chinese restaurants. An egg roll is a cylindrical, savory roll with shredded cabbage, chopped meat, or other fillings inside a thickly-wrapped wheat flour skin, which is fried in hot oil. The dish is served warm, and is usually eaten with the fingers, dipped in duck sauce, soy sauce, plum sauce, or hot mustard, often from a cellophane packet. Egg rolls are a ubiquitous feature of American Chinese cuisine and are often served as free additions to American Chinese combination platters throughout the United States, along with fried rice and.",
"Sweet roll. A sweet roll or sweet bun refers to any of a number of sweet, baked, yeast-leavened breakfast or dessert foods. They may contain spices, nuts, candied fruits, etc., and are often glazed or topped with icing. Compared to regular bread dough, sweet roll dough generally has higher levels of sugar, fat, eggs, and yeast. They are often round, and are small enough to comprise a single serving. These differ from pastries, which are made from a paste-like batter; from cakes, which are typically unleavened or chemically leavened; and from doughnuts, which are deep fried.Refrigerated ready-to-bake sweet roll dough is commercially.",
"Sushi. are stuffed with salt, placed in a wooden barrel, doused with salt again, then weighed down with a heavy (pickling stone). As days pass, water seeps out and is removed. After six months, this sushi can be eaten, remaining edible for another six months or more.The most famous variety of are the ones offered as a specialty dish of Shiga Prefecture, particularly the made from fish of the crucian carp genus, the authentic version of which calls for the use of , a particular locally differentiated variety of wild goldfish endemic to Lake Biwa.## consists of an oblong mound of.",
"Sushi. variant of filled with (omelette), imitation crab and cucumber, rolled with leaf and , topped with slices of Norwegian salmon, garnished with lemon and mayonnaise. is a medium-sized cylindrical style of sushi with two or more fillings, and was developed as a result of the creation of the California roll, as a method originally meant to hide the nori. differs from other because the rice is on the outside and the nori inside. The filling is in the center surrounded by nori, then a layer of rice, and optionally an outer coating of some other ingredients such as roe or.",
"Sushi. the aesthetic qualities of this cuisine.Many sushi restaurants offer fixed-price sets, selected by the chef from the catch of the day. These are often graded as , , , and , with the most expensive and the cheapest. Sushi restaurants will often have private booth dining, where guests are asked to remove their shoes, leaving them outside the room; However, most sushi bars offer diners a casual experience with an open dining room concept.Sushi may be served (sushi train) style. Color-coded plates of sushi are placed on a conveyor belt; as the belt passes, customers choose as they please. After."
],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/04/oven_04097991.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q410/Q4103048.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q765/Q7655635.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q463/Q46383.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q463/Q46383.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q463/Q46383.jpg"
],
"num_candidates": 5,
"qid": "5:259303",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/04/oven_04097991.jpg",
"query_text": "Which category of food is shown in the image?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) Independent London mayoral candidate Siobhan Benita addresses the crowd at the Ministry of Sound nightclub.(2) The singer recently got the chance to record at Abbey Road studios.(3) Emeli Sande said it was such an important cause for me and my family.(4) Horrocks and the band have also recorded a soundtrack album.(5) A professional singer before she was ordained Lucy Winkett has been part of the clergy team at St Paul s Cathedral for 13 years This autumn she takes up a new post as Rector of St James s Piccadilly London.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0080/991.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"Independent London mayoral candidate Siobhan Benita addresses the crowd at the Ministry of Sound nightclub.",
"The singer recently got the chance to record at Abbey Road studios.",
"Emeli Sande said it was such an important cause for me and my family.",
"Horrocks and the band have also recorded a soundtrack album.",
"A professional singer before she was ordained Lucy Winkett has been part of the clergy team at St Paul s Cathedral for 13 years This autumn she takes up a new post as Rector of St James s Piccadilly London."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0080/991.jpg"
],
"num_candidates": 5,
"qid": "0:93468",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0080/991.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>What is the height of this mountain in terms of metre above sea level?Candidates:(1) <image>Mount Feathertop. A rescue party was quickly organised and she was stretchered to Harrietville from where she was driven to hospital in Bright. Molly Hill died of head injuries later that night and was buried in the Cheltenham cemetery. Alpine National Park List of mountains in Victoria History of Mt Feathertop and the Bungalow.(2) <image>Grossglockner. a mountain hut (the first Salm Hut) had been built and the path in the Leitertal valley was prepared so that the bishop could use a horse to reach it. 30 people, among them Salm, Hohenwart and Wulfen, were part of the expedition. They suffered with bad weather and a first effort failed, but on 25 August 1799 Hohenwart and at least four other people, including the two \"Glockners\", reached—again—the Kleinglockner, where they installed one of the first summit crosses (one of the main goals of the church expedition). Hohenwart's reports did not tell clearly that they had not touched.(3) <image>Kukenán-tepui. Kukenán, also known as Matawi or Cuquenán, is a tepui in Bolívar State, Guyana Region, Venezuela. It has an estimated surface area of 2185 hectares (equivalent to 21.85 square kilometres). It is 2680 (m) high and about 3 km (1.9 mi) long. Kukenan Falls, which is 674 (m) high, is located at the south end of the tepui.Kukenán is located in Canaima National Park. Next to Kukenán, to the southeast, is Mount Roraima, a better known tepui. Kukenán is more difficult to climb, so it is ascended much less frequently than Mount Roraima.Canaima National Park is also home to the.(4) <image>Mount Charleston. secret U-2 plane development. Fourteen men (a mix of military staffers and civilian subcontractors, engineers, and technicians) were on board when it crashed during a blizzard, all of whom died. There are still remains from the plane that can be hiked to just off the main southern loop trail to the peak.The Silent Heroes of the Cold War Memorial was installed at the Spring Mountains Visitor Gateway in 2015. It features a propeller from the downed aircraft (which was recovered decades later from the crash site) and a granite monument.## Hiking.Charleston Peak is a popular destination for hikers. The summit.(5) <image>Kukenán-tepui. Kukenán, also known as Matawi or Cuquenán, is a tepui in Bolívar State, Guyana Region, Venezuela. It has an estimated surface area of 2185 hectares (equivalent to 21.85 square kilometres). It is 2680 (m) high and about 3 km (1.9 mi) long. Kukenan Falls, which is 674 (m) high, is located at the south end of the tepui.Kukenán is located in Canaima National Park. Next to Kukenán, to the southeast, is Mount Roraima, a better known tepui. Kukenán is more difficult to climb, so it is ascended much less frequently than Mount Roraima.Canaima National Park is also home to the.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00100322.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q994/Q994378.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q338/Q3388.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q233/Q2333134.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q978/Q978970.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q233/Q2333134.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 3,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q994/Q994378.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q338/Q3388.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q233/Q2333134.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q978/Q978970.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q233/Q2333134.jpg"
],
"candidate_texts": [
"Mount Feathertop. A rescue party was quickly organised and she was stretchered to Harrietville from where she was driven to hospital in Bright. Molly Hill died of head injuries later that night and was buried in the Cheltenham cemetery. Alpine National Park List of mountains in Victoria History of Mt Feathertop and the Bungalow.",
"Grossglockner. a mountain hut (the first Salm Hut) had been built and the path in the Leitertal valley was prepared so that the bishop could use a horse to reach it. 30 people, among them Salm, Hohenwart and Wulfen, were part of the expedition. They suffered with bad weather and a first effort failed, but on 25 August 1799 Hohenwart and at least four other people, including the two \"Glockners\", reached—again—the Kleinglockner, where they installed one of the first summit crosses (one of the main goals of the church expedition). Hohenwart's reports did not tell clearly that they had not touched.",
"Kukenán-tepui. Kukenán, also known as Matawi or Cuquenán, is a tepui in Bolívar State, Guyana Region, Venezuela. It has an estimated surface area of 2185 hectares (equivalent to 21.85 square kilometres). It is 2680 (m) high and about 3 km (1.9 mi) long. Kukenan Falls, which is 674 (m) high, is located at the south end of the tepui.Kukenán is located in Canaima National Park. Next to Kukenán, to the southeast, is Mount Roraima, a better known tepui. Kukenán is more difficult to climb, so it is ascended much less frequently than Mount Roraima.Canaima National Park is also home to the.",
"Mount Charleston. secret U-2 plane development. Fourteen men (a mix of military staffers and civilian subcontractors, engineers, and technicians) were on board when it crashed during a blizzard, all of whom died. There are still remains from the plane that can be hiked to just off the main southern loop trail to the peak.The Silent Heroes of the Cold War Memorial was installed at the Spring Mountains Visitor Gateway in 2015. It features a propeller from the downed aircraft (which was recovered decades later from the crash site) and a granite monument.## Hiking.Charleston Peak is a popular destination for hikers. The summit.",
"Kukenán-tepui. Kukenán, also known as Matawi or Cuquenán, is a tepui in Bolívar State, Guyana Region, Venezuela. It has an estimated surface area of 2185 hectares (equivalent to 21.85 square kilometres). It is 2680 (m) high and about 3 km (1.9 mi) long. Kukenan Falls, which is 674 (m) high, is located at the south end of the tepui.Kukenán is located in Canaima National Park. Next to Kukenán, to the southeast, is Mount Roraima, a better known tepui. Kukenán is more difficult to climb, so it is ascended much less frequently than Mount Roraima.Canaima National Park is also home to the."
],
"ground_truth_position": 3,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00100322.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q994/Q994378.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q338/Q3388.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q233/Q2333134.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q978/Q978970.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q233/Q2333134.jpg"
],
"num_candidates": 5,
"qid": "6:221685",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00100322.jpg",
"query_text": "What is the height of this mountain in terms of metre above sea level?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Which significant event was held in this building?Candidates:(1) Lovell Telescope. analogue computer.There were large cost overruns with the telescope's construction, mainly the result of the steeply rising cost of steel during construction. The original grant for the telescope came jointly from the Nuffield Foundation and the government; this amounted to £335,000. The government increased its share of the funding several times as the cost of the telescope rose; other money came from private donations. The final part of the debt from the construction of the telescope, £50,000, was paid off by Lord Nuffield and the Nuffield Foundation on 25 May 1960 (partly because of the telescope's early, very public role.(2) Lovell Telescope. was renamed to the Lovell Telescope in 1987 after Sir Bernard Lovell, and became a Grade I listed building in 1988. The telescope forms part of the MERLIN and European VLBI Network arrays of radio telescopes.Both Bernard Lovell and Charles Husband were knighted for their roles in creating the telescope. In September 2006, the telescope won the BBC's online competition to find the UK's greatest \"Unsung Landmark\". 2007 marked the 50th anniversary of the telescope.If the air is clear enough, the Mark I telescope can be seen from high-rise buildings in Manchester such as the Beetham Tower, and from as.(3) Lovell Telescope. The Lovell Telescope is a radio telescope at Jodrell Bank Observatory, near Goostrey, Cheshire in the north-west of England. When construction was finished in 1957, the telescope was the largest steerable dish radio telescope in the world at 76.2 m (250 ft) in diameter;it is now the third-largest, after the Green Bank telescope in West Virginia, United States, and the Effelsberg telescope in Germany.It was originally known as the \"250 ft telescope\" or the Radio Telescope at Jodrell Bank, before becoming the Mark I telescope around 1961 when future telescopes (the Mark II, III, and IV) were being discussed. It.(4) Lovell Telescope. at the base girders, or in the control building.The telescope moved for the first time on 3 February 1957: by an inch. It was first moved azimuthally under power on 12 June 1957; the bowl was tilted under power for the first time on 20 June 1957. By the end of July the dish surface was completed, and first light was on 2 August 1957; the telescope did a drift scan across the Milky Way at 160 MHz, with the bowl at the zenith. The telescope was first controlled from the control room on 9 October 1957, by a purpose-built.(5) Lovell Telescope. far away as the Pennines, Winter Hill in Lancashire, Snowdonia, Beeston Castle in Cheshire, and the Peak District. It can also be seen from south-facing windows of the Terminal 1 restaurant area and departure lounges of Manchester Airport.## Construction.## Conception and construction of the Mark I.Bernard Lovell built the Transit Telescope at Jodrell Bank in the late 1940s. This was a 218 (ft)-diameter radio telescope that could only point directly upwards; the next logical step was to build a telescope that could look at all parts of the sky so that more sources could be observed, as well as for.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00033169.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"Lovell Telescope. analogue computer.There were large cost overruns with the telescope's construction, mainly the result of the steeply rising cost of steel during construction. The original grant for the telescope came jointly from the Nuffield Foundation and the government; this amounted to £335,000. The government increased its share of the funding several times as the cost of the telescope rose; other money came from private donations. The final part of the debt from the construction of the telescope, £50,000, was paid off by Lord Nuffield and the Nuffield Foundation on 25 May 1960 (partly because of the telescope's early, very public role.",
"Lovell Telescope. was renamed to the Lovell Telescope in 1987 after Sir Bernard Lovell, and became a Grade I listed building in 1988. The telescope forms part of the MERLIN and European VLBI Network arrays of radio telescopes.Both Bernard Lovell and Charles Husband were knighted for their roles in creating the telescope. In September 2006, the telescope won the BBC's online competition to find the UK's greatest \"Unsung Landmark\". 2007 marked the 50th anniversary of the telescope.If the air is clear enough, the Mark I telescope can be seen from high-rise buildings in Manchester such as the Beetham Tower, and from as.",
"Lovell Telescope. The Lovell Telescope is a radio telescope at Jodrell Bank Observatory, near Goostrey, Cheshire in the north-west of England. When construction was finished in 1957, the telescope was the largest steerable dish radio telescope in the world at 76.2 m (250 ft) in diameter;it is now the third-largest, after the Green Bank telescope in West Virginia, United States, and the Effelsberg telescope in Germany.It was originally known as the \"250 ft telescope\" or the Radio Telescope at Jodrell Bank, before becoming the Mark I telescope around 1961 when future telescopes (the Mark II, III, and IV) were being discussed. It.",
"Lovell Telescope. at the base girders, or in the control building.The telescope moved for the first time on 3 February 1957: by an inch. It was first moved azimuthally under power on 12 June 1957; the bowl was tilted under power for the first time on 20 June 1957. By the end of July the dish surface was completed, and first light was on 2 August 1957; the telescope did a drift scan across the Milky Way at 160 MHz, with the bowl at the zenith. The telescope was first controlled from the control room on 9 October 1957, by a purpose-built.",
"Lovell Telescope. far away as the Pennines, Winter Hill in Lancashire, Snowdonia, Beeston Castle in Cheshire, and the Peak District. It can also be seen from south-facing windows of the Terminal 1 restaurant area and departure lounges of Manchester Airport.## Construction.## Conception and construction of the Mark I.Bernard Lovell built the Transit Telescope at Jodrell Bank in the late 1940s. This was a 218 (ft)-diameter radio telescope that could only point directly upwards; the next logical step was to build a telescope that could look at all parts of the sky so that more sources could be observed, as well as for."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00033169.jpg"
],
"num_candidates": 5,
"qid": "6:118623",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00033169.jpg",
"query_text": "Which significant event was held in this building?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/036/715.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/062/573_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/057/858_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/005/001_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/036/715_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/063/302_0.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 4,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/062/573_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/057/858_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/005/001_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/036/715_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/063/302_0.jpg"
],
"candidate_texts": [],
"ground_truth_position": 4,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/036/715.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/062/573_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/057/858_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/005/001_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/036/715_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/063/302_0.jpg"
],
"num_candidates": 5,
"qid": "4:5836",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/036/715.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/003/816.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/089/107_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/047/568_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/063/253_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/003/816_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/082/078_1.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 4,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/089/107_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/047/568_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/063/253_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/003/816_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/082/078_1.jpg"
],
"candidate_texts": [],
"ground_truth_position": 4,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/003/816.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/089/107_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/047/568_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/063/253_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/003/816_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/082/078_1.jpg"
],
"num_candidates": 5,
"qid": "4:601",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/003/816.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:What could be done to help the number of red squirrels in Great Britain, Ireland and Italy increase?Candidates:(1) The main threats to the survival of Barbary macaques in this region have been found to be habitat destruction and the impact of livestock grazing, but problems of conflict with inhabitants are also increasing due to crop raiding and the illegal capture of macaques.(2) Overseas, Eastern gray squirrels in Europe are a concern because they have displaced some of the native squirrels there. They have been introduced into Ireland,[7] Britain, Italy, South Africa, and Australia (where it was extirpated by 1973).[2].(3) Originally, there were probably only seven indigenous species of land mammals, namely the red fox, river otter, deer mouse, American marten, black bear and two bat species (the little brown and northern bat), but the marten and bear have now disappeared. Black foxes have been seen on the island.(4) The recovery of the European pine marten has been credited with reducing the population of invasive grey squirrels in Ireland.[19] Where the range of the expanding European pine marten population meets that of the grey squirrel, the population of the grey squirrels quickly retreats.(5) The red squirrel or Eurasian red squirrel ( Sciurus vulgaris) is a species of tree squirrel in the genus Sciurus common throughout Eurasia. The red squirrel is an arboreal, primarily herbivorous rodent . In Great Britain, Ireland, and in Italy numbers have decreased drastically in recent years.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"The main threats to the survival of Barbary macaques in this region have been found to be habitat destruction and the impact of livestock grazing, but problems of conflict with inhabitants are also increasing due to crop raiding and the illegal capture of macaques.",
"Overseas, Eastern gray squirrels in Europe are a concern because they have displaced some of the native squirrels there. They have been introduced into Ireland,[7] Britain, Italy, South Africa, and Australia (where it was extirpated by 1973).[2].",
"Originally, there were probably only seven indigenous species of land mammals, namely the red fox, river otter, deer mouse, American marten, black bear and two bat species (the little brown and northern bat), but the marten and bear have now disappeared. Black foxes have been seen on the island.",
"The recovery of the European pine marten has been credited with reducing the population of invasive grey squirrels in Ireland.[19] Where the range of the expanding European pine marten population meets that of the grey squirrel, the population of the grey squirrels quickly retreats.",
"The red squirrel or Eurasian red squirrel ( Sciurus vulgaris) is a species of tree squirrel in the genus Sciurus common throughout Eurasia. The red squirrel is an arboreal, primarily herbivorous rodent . In Great Britain, Ireland, and in Italy numbers have decreased drastically in recent years."
],
"ground_truth_position": 2,
"images": [],
"num_candidates": 5,
"qid": "2:33297",
"query_image": null,
"query_text": "What could be done to help the number of red squirrels in Great Britain, Ireland and Italy increase?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Show the house with its reflection on the water to the left.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/49/train-9165-0-img0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/54/train-285-2-img1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/94/train-12405-2-img1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/64/train-6441-1-img1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/92/train-5697-3-img0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/49/train-9165-2-img1.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/54/train-285-2-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/94/train-12405-2-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/64/train-6441-1-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/92/train-5697-3-img0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/49/train-9165-2-img1.jpg"
],
"candidate_texts": [],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/49/train-9165-0-img0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/54/train-285-2-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/94/train-12405-2-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/64/train-6441-1-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/92/train-5697-3-img0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/49/train-9165-2-img1.jpg"
],
"num_candidates": 5,
"qid": "8:25597",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/49/train-9165-0-img0.jpg",
"query_text": "Show the house with its reflection on the water to the left."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Is a pink top with a graphic picture on front and is pinker.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00893UVHW.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00AFH17J6.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0054IOGH6.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00BUULNFA.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00CDWUK26.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00FEMA8BK.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 4,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00AFH17J6.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0054IOGH6.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00BUULNFA.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00CDWUK26.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00FEMA8BK.jpg"
],
"candidate_texts": [],
"ground_truth_position": 4,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00893UVHW.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00AFH17J6.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0054IOGH6.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00BUULNFA.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00CDWUK26.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00FEMA8BK.jpg"
],
"num_candidates": 5,
"qid": "7:13822",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00893UVHW.jpg",
"query_text": "Is a pink top with a graphic picture on front and is pinker."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:Vice President Biden administers a ceremonial Senate oath during a mock swearingin ceremony to Rubio accompanied by his wife Jeanette in the Old Senate Chamber on Capitol Hill.Candidates:(1) <image>Highlights From President-Elect Joe Biden's Transition: November 11, 2020.(2) <image>The inauguration has a dress rehearsal. What it's like to sub in for Trump, Pence.(3) <image>PoliticsThe Republican field has a new target: Marco Rubio.(4) <image>PoliticsKaine s acceptance of gifts in Virginia could create opening for Republicans.(5) <image>Marco Rubio on Ketanji Brown Jackson's confirmation hearings.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00101266_16189_00.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00061894_04934_00.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00083009_40000_05.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00101834_40000_05.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00003753_12055_00.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 3,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00101266_16189_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00061894_04934_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00083009_40000_05.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00101834_40000_05.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00003753_12055_00.jpg"
],
"candidate_texts": [
"Highlights From President-Elect Joe Biden's Transition: November 11, 2020.",
"The inauguration has a dress rehearsal. What it's like to sub in for Trump, Pence.",
"PoliticsThe Republican field has a new target: Marco Rubio.",
"PoliticsKaine s acceptance of gifts in Virginia could create opening for Republicans.",
"Marco Rubio on Ketanji Brown Jackson's confirmation hearings."
],
"ground_truth_position": 3,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00101266_16189_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00061894_04934_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00083009_40000_05.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00101834_40000_05.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00003753_12055_00.jpg"
],
"num_candidates": 5,
"qid": "3:2922",
"query_image": null,
"query_text": "Vice President Biden administers a ceremonial Senate oath during a mock swearingin ceremony to Rubio accompanied by his wife Jeanette in the Old Senate Chamber on Capitol Hill."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:Birmingham Library was lit up in blue white and red to remember the victims of the recent Paris terrorist attacks.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/bbc/images/0205/779.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/bbc/images/0452/629.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/bbc/images/0128/274.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0039/689.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/bbc/images/0426/338.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/bbc/images/0205/779.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/bbc/images/0452/629.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/bbc/images/0128/274.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0039/689.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/bbc/images/0426/338.jpg"
],
"candidate_texts": [],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/bbc/images/0205/779.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/bbc/images/0452/629.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/bbc/images/0128/274.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0039/689.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/bbc/images/0426/338.jpg"
],
"num_candidates": 5,
"qid": "0:129047",
"query_image": null,
"query_text": "Birmingham Library was lit up in blue white and red to remember the victims of the recent Paris terrorist attacks."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>What is this vehicle named after?Candidates:(1) School bus. weather protection.In 1892, Indiana-based Wayne Works (later Wayne Corporation) produced its first \"school car\" A purpose-built design, the school car was constructed with perimeter-mounted wooden bench seats and a roof (the sides remained open). As a horse-drawn wagon, the school car was fitted with a rear entrance door (intended to avoid startling the horses while loading or unloading passengers); over a century later, the design remains in use (as an emergency exit).In 1869, Massachusetts became the first state to add transportation to public education; by 1900, 16 other states would transport students to school.## 1900–1930.Following the first decade of the.(2) Taxi. innovation after the invention of the taximeter occurred in the late 1940s, when two-way radios first appeared in taxicabs. Radios enabled taxicabs and dispatch offices to communicate and serve customers more efficiently than previous methods, such as using callboxes. The next major innovation occurred in the 1980s when computer assisted dispatching was first introduced.## As military and emergency transport.Paris taxis played a memorable part in the French victory at First Battle of the Marne in the First World War. On 7 September 1914, the Military Governor of Paris, Joseph Gallieni, gathered about six hundred taxicabs at Les Invalides in central.(3) Taxi. the Samuel's Electric Carriage and Wagon Company began running 12 electric hansom cabs. The company ran until 1898 with up to 62 cabs operating until it was reformed by its financiers to form the Electric Vehicle Company.The modern taximeter was invented and perfected by a trio of German inventors; Wilhelm Friedrich Nedler, Ferdinand Dencker and Friedrich Wilhelm Gustav Bruhn. The Daimler Victoria—the world's first gasoline-powered taximeter-cab—was built by Gottlieb Daimler in 1897 and began operating in Stuttgart in 1897. Gasoline-powered taxicabs began operating in Paris in 1899, in London in 1903, and in New York in 1907. The New York.(4) Taxi. these services.## Etymology.The word \"taxicab\" is a compound word formed as a contraction of \"taximeter\" and \"cabriolet\". \"Taximeter\" is an adaptation of the German word \"Taxameter\", which is itself a variant of the earlier German word \"Taxanom\". \"Taxe\" /ˈtaksə/ is a German word meaning \"tax\", \"charge\", or \"scale of charges\". The Medieval Latin word \"taxa\" also means \"tax\" or \"charge\". \"Taxi\" may ultimately be attributed to Ancient Greek \"τάξις\" from \"τάσσω\" meaning \"to place in a certain order,\" as in commanding an orderly battle line, or in ordaining the payment of taxes, to the extent that ' (\"taxidi\"), meaning \"journey.(5) Taxi. on Patrol\" initiative. The TOP program gives local police departments the materials they need to train volunteer taxi drivers to be good witnesses and watch out for criminal behavior.## Occupational hazards.Taxicab drivers are at risk for homicide at a far higher rate than the general working population in the United States (7.4 per 100,000 and 0.37 per 100,000, respectively). In efforts to reduce homicides, bulletproof partitions were introduced in many taxicabs in the 1990s, and in the 21st century, security cameras were added to many taxicabs. Security cameras have been shown to be more effective when implemented by cities and.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/02/oven_02324872.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"School bus. weather protection.In 1892, Indiana-based Wayne Works (later Wayne Corporation) produced its first \"school car\" A purpose-built design, the school car was constructed with perimeter-mounted wooden bench seats and a roof (the sides remained open). As a horse-drawn wagon, the school car was fitted with a rear entrance door (intended to avoid startling the horses while loading or unloading passengers); over a century later, the design remains in use (as an emergency exit).In 1869, Massachusetts became the first state to add transportation to public education; by 1900, 16 other states would transport students to school.## 1900–1930.Following the first decade of the.",
"Taxi. innovation after the invention of the taximeter occurred in the late 1940s, when two-way radios first appeared in taxicabs. Radios enabled taxicabs and dispatch offices to communicate and serve customers more efficiently than previous methods, such as using callboxes. The next major innovation occurred in the 1980s when computer assisted dispatching was first introduced.## As military and emergency transport.Paris taxis played a memorable part in the French victory at First Battle of the Marne in the First World War. On 7 September 1914, the Military Governor of Paris, Joseph Gallieni, gathered about six hundred taxicabs at Les Invalides in central.",
"Taxi. the Samuel's Electric Carriage and Wagon Company began running 12 electric hansom cabs. The company ran until 1898 with up to 62 cabs operating until it was reformed by its financiers to form the Electric Vehicle Company.The modern taximeter was invented and perfected by a trio of German inventors; Wilhelm Friedrich Nedler, Ferdinand Dencker and Friedrich Wilhelm Gustav Bruhn. The Daimler Victoria—the world's first gasoline-powered taximeter-cab—was built by Gottlieb Daimler in 1897 and began operating in Stuttgart in 1897. Gasoline-powered taxicabs began operating in Paris in 1899, in London in 1903, and in New York in 1907. The New York.",
"Taxi. these services.## Etymology.The word \"taxicab\" is a compound word formed as a contraction of \"taximeter\" and \"cabriolet\". \"Taximeter\" is an adaptation of the German word \"Taxameter\", which is itself a variant of the earlier German word \"Taxanom\". \"Taxe\" /ˈtaksə/ is a German word meaning \"tax\", \"charge\", or \"scale of charges\". The Medieval Latin word \"taxa\" also means \"tax\" or \"charge\". \"Taxi\" may ultimately be attributed to Ancient Greek \"τάξις\" from \"τάσσω\" meaning \"to place in a certain order,\" as in commanding an orderly battle line, or in ordaining the payment of taxes, to the extent that ' (\"taxidi\"), meaning \"journey.",
"Taxi. on Patrol\" initiative. The TOP program gives local police departments the materials they need to train volunteer taxi drivers to be good witnesses and watch out for criminal behavior.## Occupational hazards.Taxicab drivers are at risk for homicide at a far higher rate than the general working population in the United States (7.4 per 100,000 and 0.37 per 100,000, respectively). In efforts to reduce homicides, bulletproof partitions were introduced in many taxicabs in the 1990s, and in the 21st century, security cameras were added to many taxicabs. Security cameras have been shown to be more effective when implemented by cities and."
],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/02/oven_02324872.jpg"
],
"num_candidates": 5,
"qid": "6:3399",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/02/oven_02324872.jpg",
"query_text": "What is this vehicle named after?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) Kamala Harris reacts when answering an audience question during a meet and greet for her campaign for the US Senate in Los Angeles She is the leading candidate to emerge from California s June 7 Senate primary but Rep Loretta Sanchez.(2) Hillary Clinton campaigns in Las Vegas Her focus on women s issues could leave her open to criticism over sexual affairs and allegations of sexual abuse involving former president Bill Clinton.(3) Sen Mazie Hirono.(4) Hillary Clinton speaks at a church in Oakland on June 5.(5) Mary Kay Henry president of the Service Employees International Union and members of the Fight for 15 national organizing committee listen to Hillary Clinton on the phone.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0039/238.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"Kamala Harris reacts when answering an audience question during a meet and greet for her campaign for the US Senate in Los Angeles She is the leading candidate to emerge from California s June 7 Senate primary but Rep Loretta Sanchez.",
"Hillary Clinton campaigns in Las Vegas Her focus on women s issues could leave her open to criticism over sexual affairs and allegations of sexual abuse involving former president Bill Clinton.",
"Sen Mazie Hirono.",
"Hillary Clinton speaks at a church in Oakland on June 5.",
"Mary Kay Henry president of the Service Employees International Union and members of the Fight for 15 national organizing committee listen to Hillary Clinton on the phone."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0039/238.jpg"
],
"num_candidates": 5,
"qid": "0:12550",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0039/238.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) The meal is prepared and ready to be eaten.(2) Chop sticks are placed across a bowl of soup.(3) A bowl of soup with a spoon and chopsticks.(4) A chinese dinner of broth noodles, carrots, broccoli and chilies.(5) A bowl of vegetable soup, with a spoon and chopsticks.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000451409.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"The meal is prepared and ready to be eaten.",
"Chop sticks are placed across a bowl of soup.",
"A bowl of soup with a spoon and chopsticks.",
"A chinese dinner of broth noodles, carrots, broccoli and chilies.",
"A bowl of vegetable soup, with a spoon and chopsticks."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000451409.jpg"
],
"num_candidates": 5,
"qid": "9:69657",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000451409.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:What is a type of both dodecahedron and triacontahedron?Candidates:(1) It also shares its edge arrangement with the great icosihemidodecahedron (having the triangular faces in common), and with the great dodecahemidodecahedron (having the pentagrammic faces in common).(2) In geometry, the rhombic triacontahedron, sometimes simply called the triacontahedron as it is the most common thirty-faced polyhedron, is a convex polyhedron with 30 rhombic faces. It has 60 edges and 32 vertices of two types.(3) It has 62 faces: 30 squares, 20 regular hexagons, and 12 regular decagons. It has the most edges and vertices of all Platonic and Archimedean solids, though the snub dodecahedron has more faces.(4) The tridiminished icosahedron is the vertex figure of the snub 24-cell, a uniform 4-polytope (4-dimensional polytope ). Eric W. Weisstein, Tridiminished icosahedron ( Johnson Solid) at MathWorld. This polyhedron -related article is a stub.(5) The rhombic dodecahedron is a zonohedron with twelve rhombic faces and octahedral symmetry. It is dual to the quasiregular cuboctahedron (an Archimedean solid) and occurs in nature as a crystal form. The rhombic dodecahedron packs together to fill space.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"It also shares its edge arrangement with the great icosihemidodecahedron (having the triangular faces in common), and with the great dodecahemidodecahedron (having the pentagrammic faces in common).",
"In geometry, the rhombic triacontahedron, sometimes simply called the triacontahedron as it is the most common thirty-faced polyhedron, is a convex polyhedron with 30 rhombic faces. It has 60 edges and 32 vertices of two types.",
"It has 62 faces: 30 squares, 20 regular hexagons, and 12 regular decagons. It has the most edges and vertices of all Platonic and Archimedean solids, though the snub dodecahedron has more faces.",
"The tridiminished icosahedron is the vertex figure of the snub 24-cell, a uniform 4-polytope (4-dimensional polytope ). Eric W. Weisstein, Tridiminished icosahedron ( Johnson Solid) at MathWorld. This polyhedron -related article is a stub.",
"The rhombic dodecahedron is a zonohedron with twelve rhombic faces and octahedral symmetry. It is dual to the quasiregular cuboctahedron (an Archimedean solid) and occurs in nature as a crystal form. The rhombic dodecahedron packs together to fill space."
],
"ground_truth_position": 2,
"images": [],
"num_candidates": 5,
"qid": "2:27902",
"query_image": null,
"query_text": "What is a type of both dodecahedron and triacontahedron?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:James Garner a ruggedly handsome and disarming leading man of film and television who was best known for his series Maverick and The Rockford Files and who delivered compelling portrayals of wartime cowards alcoholics and selfcentered tycoons died July 19 at his home in Los Angeles He was 86 READ James Garner disarming leading man of film and television dies at 86.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0580/034.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0382/511.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0321/539.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0706/074.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0586/967.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 5,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0580/034.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0382/511.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0321/539.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0706/074.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0586/967.jpg"
],
"candidate_texts": [],
"ground_truth_position": 5,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0580/034.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0382/511.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0321/539.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0706/074.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0586/967.jpg"
],
"num_candidates": 5,
"qid": "0:45113",
"query_image": null,
"query_text": "James Garner a ruggedly handsome and disarming leading man of film and television who was best known for his series Maverick and The Rockford Files and who delivered compelling portrayals of wartime cowards alcoholics and selfcentered tycoons died July 19 at his home in Los Angeles He was 86 READ James Garner disarming leading man of film and television dies at 86."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Remove sofa and picture, take off mouth piece, and lay on blue sheet.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/83/train-9833-1-img0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/84/train-8262-2-img1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/51/train-8025-1-img0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/88/train-9216-2-img0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/96/train-10410-0-img0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/63/train-10792-0-img0.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 3,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/84/train-8262-2-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/51/train-8025-1-img0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/88/train-9216-2-img0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/96/train-10410-0-img0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/63/train-10792-0-img0.jpg"
],
"candidate_texts": [],
"ground_truth_position": 3,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/83/train-9833-1-img0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/84/train-8262-2-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/51/train-8025-1-img0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/88/train-9216-2-img0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/96/train-10410-0-img0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/63/train-10792-0-img0.jpg"
],
"num_candidates": 5,
"qid": "8:18729",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/83/train-9833-1-img0.jpg",
"query_text": "Remove sofa and picture, take off mouth piece, and lay on blue sheet."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>What is the country of origin of this food?Candidates:(1) <image>French fries. 160 °C/320 °F) to cook them through. This step can be done in advance. Then they are more briefly fried in very hot fat (190 °C/375 °F) to crisp the exterior. They are then placed in a colander or on a cloth to drain, salted, and served. The exact times of the two baths depend on the size of the potatoes. For example, for 2–3 mm strips, the first bath takes about 3 minutes, and the second bath takes only seconds.Since the 1960s, most french fries have been produced from frozen Russet potatoes which have been blanched or at least.(2) <image>French fries. snack, and they commonly appear on the menus of diners, fast food restaurants, pubs, and bars. They are often salted and may be served with ketchup, vinegar, mayonnaise, tomato sauce, or other local specialities. Fries can be topped more heavily, as in the dishes of poutine or chili cheese fries. French fries can be made from sweet potatoes instead of potatoes. A baked variant, oven fries, uses less or no oil.## Preparation.The standard method for cooking french fries is deep frying, which submerges them in hot fat, nowadays most commonly oil. Vacuum fryers produce potato chips with lower oil content,.(3) <image>French fries. while maintaining their colour and texture.The potatoes are prepared by first cutting them (peeled or unpeeled) into even strips, which are then wiped off or soaked in cold water to remove the surface starch, and thoroughly dried. They may then be fried in one or two stages. Chefs generally agree that the \"two-bath\" technique produces better results. Potatoes fresh out of the ground can have too high a water content—resulting in soggy fries—so preference is for those that have been stored for a while.In the two-stage or two-bath method, the first bath, sometimes called blanching, is in hot fat (around.(4) <image>French fries. French fries (North American English), chips (British English), finger chips (Indian English), french-fried potatoes, or simply fries, are \"batonnet\" or \"allumette\"-cut deep-fried potatoes of disputed origin from Belgium and France. They are prepared by cutting potatoes into even strips, drying them, and frying them, usually in a deep fryer. Pre-cut, blanched, and frozen russet potatoes are widely used, and sometimes baked in a regular or convection oven; air fryers are small convection ovens marketed for frying potatoes.French fries are served hot, either soft or crispy, and are generally eaten as part of lunch or dinner or by themselves as a.(5) <image>French fries. air-dried industrially. The usual fat for making french fries is vegetable oil. In the past, beef suet was recommended as superior, with vegetable shortening as an alternative. McDonald's used a mixture of 93% beef tallow and 7% cottonseed oil until 1990, when they switched to vegetable oil with beef flavouring. Horse fat was standard in northern France and Belgium until recently, and is highly recommended by some chefs.## Chemical and physical changes.French fries are fried in a two-step process: the first time is to cook the starch throughout the entire cut at low heat, and the second time is to.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00187956.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q152/Q152088.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q152/Q152088.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q152/Q152088.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q152/Q152088.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q152/Q152088.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q152/Q152088.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q152/Q152088.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q152/Q152088.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q152/Q152088.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q152/Q152088.jpg"
],
"candidate_texts": [
"French fries. 160 °C/320 °F) to cook them through. This step can be done in advance. Then they are more briefly fried in very hot fat (190 °C/375 °F) to crisp the exterior. They are then placed in a colander or on a cloth to drain, salted, and served. The exact times of the two baths depend on the size of the potatoes. For example, for 2–3 mm strips, the first bath takes about 3 minutes, and the second bath takes only seconds.Since the 1960s, most french fries have been produced from frozen Russet potatoes which have been blanched or at least.",
"French fries. snack, and they commonly appear on the menus of diners, fast food restaurants, pubs, and bars. They are often salted and may be served with ketchup, vinegar, mayonnaise, tomato sauce, or other local specialities. Fries can be topped more heavily, as in the dishes of poutine or chili cheese fries. French fries can be made from sweet potatoes instead of potatoes. A baked variant, oven fries, uses less or no oil.## Preparation.The standard method for cooking french fries is deep frying, which submerges them in hot fat, nowadays most commonly oil. Vacuum fryers produce potato chips with lower oil content,.",
"French fries. while maintaining their colour and texture.The potatoes are prepared by first cutting them (peeled or unpeeled) into even strips, which are then wiped off or soaked in cold water to remove the surface starch, and thoroughly dried. They may then be fried in one or two stages. Chefs generally agree that the \"two-bath\" technique produces better results. Potatoes fresh out of the ground can have too high a water content—resulting in soggy fries—so preference is for those that have been stored for a while.In the two-stage or two-bath method, the first bath, sometimes called blanching, is in hot fat (around.",
"French fries. French fries (North American English), chips (British English), finger chips (Indian English), french-fried potatoes, or simply fries, are \"batonnet\" or \"allumette\"-cut deep-fried potatoes of disputed origin from Belgium and France. They are prepared by cutting potatoes into even strips, drying them, and frying them, usually in a deep fryer. Pre-cut, blanched, and frozen russet potatoes are widely used, and sometimes baked in a regular or convection oven; air fryers are small convection ovens marketed for frying potatoes.French fries are served hot, either soft or crispy, and are generally eaten as part of lunch or dinner or by themselves as a.",
"French fries. air-dried industrially. The usual fat for making french fries is vegetable oil. In the past, beef suet was recommended as superior, with vegetable shortening as an alternative. McDonald's used a mixture of 93% beef tallow and 7% cottonseed oil until 1990, when they switched to vegetable oil with beef flavouring. Horse fat was standard in northern France and Belgium until recently, and is highly recommended by some chefs.## Chemical and physical changes.French fries are fried in a two-step process: the first time is to cook the starch throughout the entire cut at low heat, and the second time is to."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00187956.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q152/Q152088.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q152/Q152088.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q152/Q152088.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q152/Q152088.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q152/Q152088.jpg"
],
"num_candidates": 5,
"qid": "6:143652",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00187956.jpg",
"query_text": "What is the country of origin of this food?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:Two children smile as they lie in bed eating pastries.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000424412.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000135664.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000525153.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/val2014/COCO_val2014_000000100895.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000552354.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000424412.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000135664.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000525153.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/val2014/COCO_val2014_000000100895.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000552354.jpg"
],
"candidate_texts": [],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000424412.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000135664.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000525153.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/val2014/COCO_val2014_000000100895.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000552354.jpg"
],
"num_candidates": 5,
"qid": "9:68060",
"query_image": null,
"query_text": "Two children smile as they lie in bed eating pastries."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:Gov. Andrew M. Cuomo on Wednesday won the endorsement of New York City’s Stonewall Democratic Club, the city’s first lesbian, gay, bisexual and transgender Democratic organization.Candidates:(1) <image>State.(2) <image>Cuomo's Friendship With Past Foe Is Used Against Him.(3) <image>November has brought rough times for lesbian, gay, bisexual, transgender and queer rights.(4) <image>Stonewall Democrats Club Chooses Cuomo Over Nixon.(5) <image>Cuomo will push legalizing recreational marijuana in New York by early 2019.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00022587_01027_00.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00044515_00227_00.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00781068_40000_03.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00022583_01027_01.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00030794_07310_00.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00022587_01027_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00044515_00227_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00781068_40000_03.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00022583_01027_01.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00030794_07310_00.jpg"
],
"candidate_texts": [
"State.",
"Cuomo's Friendship With Past Foe Is Used Against Him.",
"November has brought rough times for lesbian, gay, bisexual, transgender and queer rights.",
"Stonewall Democrats Club Chooses Cuomo Over Nixon.",
"Cuomo will push legalizing recreational marijuana in New York by early 2019."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00022587_01027_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00044515_00227_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00781068_40000_03.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00022583_01027_01.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00030794_07310_00.jpg"
],
"num_candidates": 5,
"qid": "3:13686",
"query_image": null,
"query_text": "Gov. Andrew M. Cuomo on Wednesday won the endorsement of New York City’s Stonewall Democratic Club, the city’s first lesbian, gay, bisexual and transgender Democratic organization."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Is darker in color and it is more black and less color.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00898240Y.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B005IA9CRY.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B000P6ED0W.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B008435IOI.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00ERMYLVG.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00551IAZG.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 4,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B005IA9CRY.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B000P6ED0W.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B008435IOI.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00ERMYLVG.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00551IAZG.jpg"
],
"candidate_texts": [],
"ground_truth_position": 4,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00898240Y.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B005IA9CRY.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B000P6ED0W.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B008435IOI.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00ERMYLVG.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00551IAZG.jpg"
],
"num_candidates": 5,
"qid": "7:6060",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00898240Y.jpg",
"query_text": "Is darker in color and it is more black and less color."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:A person sitting down taking a photo of a cat.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000444805.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000363349.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000055363.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000031329.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/val2014/COCO_val2014_000000490639.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 5,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000444805.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000363349.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000055363.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000031329.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/val2014/COCO_val2014_000000490639.jpg"
],
"candidate_texts": [],
"ground_truth_position": 5,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000444805.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000363349.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000055363.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000031329.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/val2014/COCO_val2014_000000490639.jpg"
],
"num_candidates": 5,
"qid": "9:109179",
"query_image": null,
"query_text": "A person sitting down taking a photo of a cat."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Shows a similar puppy with lighter brown fur laying on the edge between a stone path and the grass.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/83/train-165-2-img0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/68/train-7133-3-img0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/94/train-11839-2-img1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/56/train-8471-2-img1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/12/train-2201-0-img1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/96/train-7410-1-img0.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/68/train-7133-3-img0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/94/train-11839-2-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/56/train-8471-2-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/12/train-2201-0-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/96/train-7410-1-img0.jpg"
],
"candidate_texts": [],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/83/train-165-2-img0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/68/train-7133-3-img0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/94/train-11839-2-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/56/train-8471-2-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/12/train-2201-0-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/96/train-7410-1-img0.jpg"
],
"num_candidates": 5,
"qid": "8:20007",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/83/train-165-2-img0.jpg",
"query_text": "Shows a similar puppy with lighter brown fur laying on the edge between a stone path and the grass."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Is dark and less fitted.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B008ILTGO4.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B005NJK54Y.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0092HQAS8.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00CJLXV9A.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00347F9DY.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B006H6WOR8.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 5,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B005NJK54Y.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0092HQAS8.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00CJLXV9A.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00347F9DY.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B006H6WOR8.jpg"
],
"candidate_texts": [],
"ground_truth_position": 5,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B008ILTGO4.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B005NJK54Y.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0092HQAS8.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00CJLXV9A.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00347F9DY.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B006H6WOR8.jpg"
],
"num_candidates": 5,
"qid": "7:16699",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B008ILTGO4.jpg",
"query_text": "Is dark and less fitted."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>What is this building called?Candidates:(1) <image>Immaculate Conception Parish Church (Balayan). levels of the belfry, as well as the upper level of the convent had to be demolished due to damages cause by earthquakes. A temporary chapel was built while the big church underwent repairs. In 1875, the archbishop authorized the purchase of a retablo mayor, pulpit, acheros, and other decorations for the church. Planks of narra were used for the floor of the nave, while blue and white tiles were fitted to the main altar. An extension was added behind the church to serve as an antesacristy in 1878. The decorative iron grilles were put around the atrium in 1887.(2) <image>Immaculate Conception Parish Church (Balayan). The Parish Church of Immaculate Conception, (Spanish: \"Iglesia Parroquial de la Inmaculada Concepción\") also known as Balayan Church, is a Parish Church in the town of Balayan, Batangas in the Philippines, within the Archdiocese of Lipa. The church is listed as a National Cultural Treasure as its construction was supervised by Filipino Seculars during the Spanish Colonial Period.## Church history.In 1575 the Augustinians made Balayan a visita of Bombon, now Taal. Balayan originally comprised what are now the independent towns and parishes of Nasugbu, Lian, Calatagan, Tuy, and Calaca. In 1578, however, this territory was turned over to the Franciscans.(3) <image>Immaculate Conception Parish Church (Balayan). The camapanario was repaired in 1892 with bricks instead of stones used for the upper second and third stories.Construction of the cemetery on the hill was commenced in 1857. The chapel and rows of niches were built in 1887. Erosion in 1896 necessitated the further fortification of the walls on the sides of the hill.After the revolution the Recollects were replaced by Filipino Seculars who were later driven out by the American troops in 1900 and stayed in the church for at least a year.## The Old Cota.Balayan church complex originally had stone fortifications as a measure against pirates who.(4) <image>Immaculate Conception Parish Church (Balayan). The Parish Church of Immaculate Conception, (Spanish: \"Iglesia Parroquial de la Inmaculada Concepción\") also known as Balayan Church, is a Parish Church in the town of Balayan, Batangas in the Philippines, within the Archdiocese of Lipa. The church is listed as a National Cultural Treasure as its construction was supervised by Filipino Seculars during the Spanish Colonial Period.## Church history.In 1575 the Augustinians made Balayan a visita of Bombon, now Taal. Balayan originally comprised what are now the independent towns and parishes of Nasugbu, Lian, Calatagan, Tuy, and Calaca. In 1578, however, this territory was turned over to the Franciscans.(5) <image>Immaculate Conception Parish Church (Balayan). who in turn passed Balayan to the Jesuits in 1591. In 1591, the church was constructed and blessed by. Fr. Pedro Chirino, S.J.In 1795, a new stone church was blessed and dedicated in honor of the Immaculate Conception, the Patroness of Balayan. In 1876 the parish was turned over to the Augustinian Recollects, who remained until the outbreak of the Revolution.In 1857, a new convent of strong materials was finished. The old convent, on the other side of the patio was demolished, its tiles used for the ermita for the cemetery which was being constructed.In 1870, the second and third.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00029447.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q170/Q17005406.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q170/Q17005406.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q170/Q17005406.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q170/Q17005406.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q170/Q17005406.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q170/Q17005406.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q170/Q17005406.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q170/Q17005406.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q170/Q17005406.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q170/Q17005406.jpg"
],
"candidate_texts": [
"Immaculate Conception Parish Church (Balayan). levels of the belfry, as well as the upper level of the convent had to be demolished due to damages cause by earthquakes. A temporary chapel was built while the big church underwent repairs. In 1875, the archbishop authorized the purchase of a retablo mayor, pulpit, acheros, and other decorations for the church. Planks of narra were used for the floor of the nave, while blue and white tiles were fitted to the main altar. An extension was added behind the church to serve as an antesacristy in 1878. The decorative iron grilles were put around the atrium in 1887.",
"Immaculate Conception Parish Church (Balayan). The Parish Church of Immaculate Conception, (Spanish: \"Iglesia Parroquial de la Inmaculada Concepción\") also known as Balayan Church, is a Parish Church in the town of Balayan, Batangas in the Philippines, within the Archdiocese of Lipa. The church is listed as a National Cultural Treasure as its construction was supervised by Filipino Seculars during the Spanish Colonial Period.## Church history.In 1575 the Augustinians made Balayan a visita of Bombon, now Taal. Balayan originally comprised what are now the independent towns and parishes of Nasugbu, Lian, Calatagan, Tuy, and Calaca. In 1578, however, this territory was turned over to the Franciscans.",
"Immaculate Conception Parish Church (Balayan). The camapanario was repaired in 1892 with bricks instead of stones used for the upper second and third stories.Construction of the cemetery on the hill was commenced in 1857. The chapel and rows of niches were built in 1887. Erosion in 1896 necessitated the further fortification of the walls on the sides of the hill.After the revolution the Recollects were replaced by Filipino Seculars who were later driven out by the American troops in 1900 and stayed in the church for at least a year.## The Old Cota.Balayan church complex originally had stone fortifications as a measure against pirates who.",
"Immaculate Conception Parish Church (Balayan). The Parish Church of Immaculate Conception, (Spanish: \"Iglesia Parroquial de la Inmaculada Concepción\") also known as Balayan Church, is a Parish Church in the town of Balayan, Batangas in the Philippines, within the Archdiocese of Lipa. The church is listed as a National Cultural Treasure as its construction was supervised by Filipino Seculars during the Spanish Colonial Period.## Church history.In 1575 the Augustinians made Balayan a visita of Bombon, now Taal. Balayan originally comprised what are now the independent towns and parishes of Nasugbu, Lian, Calatagan, Tuy, and Calaca. In 1578, however, this territory was turned over to the Franciscans.",
"Immaculate Conception Parish Church (Balayan). who in turn passed Balayan to the Jesuits in 1591. In 1591, the church was constructed and blessed by. Fr. Pedro Chirino, S.J.In 1795, a new stone church was blessed and dedicated in honor of the Immaculate Conception, the Patroness of Balayan. In 1876 the parish was turned over to the Augustinian Recollects, who remained until the outbreak of the Revolution.In 1857, a new convent of strong materials was finished. The old convent, on the other side of the patio was demolished, its tiles used for the ermita for the cemetery which was being constructed.In 1870, the second and third."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00029447.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q170/Q17005406.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q170/Q17005406.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q170/Q17005406.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q170/Q17005406.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q170/Q17005406.jpg"
],
"num_candidates": 5,
"qid": "5:22645",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00029447.jpg",
"query_text": "What is this building called?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:Condolences sent from journalists across the country cover a wall in the newsroom of WDBJ.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0600/674.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0333/519.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0704/033.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0349/417.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0466/935.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0600/674.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0333/519.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0704/033.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0349/417.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0466/935.jpg"
],
"candidate_texts": [],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0600/674.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0333/519.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0704/033.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0349/417.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0466/935.jpg"
],
"num_candidates": 5,
"qid": "0:36092",
"query_image": null,
"query_text": "Condolences sent from journalists across the country cover a wall in the newsroom of WDBJ."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:Tim Davie director of BBC Audio and Music.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0157/374.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0508/737.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0284/369.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0315/109.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0708/979.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 3,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0157/374.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0508/737.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0284/369.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0315/109.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0708/979.jpg"
],
"candidate_texts": [],
"ground_truth_position": 3,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0157/374.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0508/737.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0284/369.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0315/109.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0708/979.jpg"
],
"num_candidates": 5,
"qid": "0:75519",
"query_image": null,
"query_text": "Tim Davie director of BBC Audio and Music."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:Who had created more in their realm; Cerberus or Ra?Candidates:(1) Heracles found Cerberus at the gates of Acheron, and with his arms around Cerberus, though being bitten by Cerberus' serpent tail, Heracles squeezed until Cerberus submitted.(2) Cerberus was the three-faced guard dog of the Underworld. Laelaps was a dog in Greek mythology. When Zeus was a baby, a dog, known only as the \"golden hound\" was charged with protecting the future King of Gods. Bhairava with his dog. The dog ( Shvan) is also the vahana or mount of the Hindu god Bhairava.(3) According to Egyptian mythology, Bennu was a self-created being said to have played a role in the creation of the world. He was said to be the ba of Ra and to have enabled the creative actions of Atum.(4) Bast, cat-headed goddess associated with war, protection of Lower Egypt and the pharaoh, the sun, perfumes, ointments, and embalming Satis, deification of the floods of the Nile River and an early war, hunting, and fertility goddess Apedemak, Nubian lion-headed warrior god. Maher, god of war. Boryet, Kipsigis Death-wielding god of war.(5) Ra was believed to rule in all parts of the created world: the sky, the Earth, and the underworld. He was the god of the sun, order, kings and the sky. Ra was portrayed as a falcon and shared characteristics with the sky-god Horus.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"Heracles found Cerberus at the gates of Acheron, and with his arms around Cerberus, though being bitten by Cerberus' serpent tail, Heracles squeezed until Cerberus submitted.",
"Cerberus was the three-faced guard dog of the Underworld. Laelaps was a dog in Greek mythology. When Zeus was a baby, a dog, known only as the \"golden hound\" was charged with protecting the future King of Gods. Bhairava with his dog. The dog ( Shvan) is also the vahana or mount of the Hindu god Bhairava.",
"According to Egyptian mythology, Bennu was a self-created being said to have played a role in the creation of the world. He was said to be the ba of Ra and to have enabled the creative actions of Atum.",
"Bast, cat-headed goddess associated with war, protection of Lower Egypt and the pharaoh, the sun, perfumes, ointments, and embalming Satis, deification of the floods of the Nile River and an early war, hunting, and fertility goddess Apedemak, Nubian lion-headed warrior god. Maher, god of war. Boryet, Kipsigis Death-wielding god of war.",
"Ra was believed to rule in all parts of the created world: the sky, the Earth, and the underworld. He was the god of the sun, order, kings and the sky. Ra was portrayed as a falcon and shared characteristics with the sky-god Horus."
],
"ground_truth_position": 2,
"images": [],
"num_candidates": 5,
"qid": "2:19346",
"query_image": null,
"query_text": "Who had created more in their realm; Cerberus or Ra?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Which type of object is depicted in the image?Candidates:(1) <image>Therapy. A therapy or medical treatment (often abbreviated tx, Tx, or Tx) is the attempted remediation of a health problem, usually following a medical diagnosis.As a rule, each therapy has indications and contraindications. There are many different types of therapy. Not all therapies are effective. Many therapies can produce unwanted adverse effects.\"Medical treatment\" and \"therapy\" are generally considered synonyms. However, in the context of mental health, the term \"therapy\" may refer specifically to psychotherapy.## Semantic field.The words care, therapy, treatment, and intervention overlap in a semantic field, and thus they can be synonymous depending on context. Moving rightward through that order,.(2) <image>Arm wrestling. pressure instinctively utilized by novices trying to pin their opponent.Back pressure involves contraction of the muscles of the back (primarily the lats) in order to adduct the upper arm and generate force toward the self and away from the opponent. If successful, the application of back pressure increases the elbow angle of the opponent and therefore limits their leverage.\"Posting\", or upward pressure, involves contraction of the biceps in order to flex the elbow. If successful, the application of upward pressure decreases the elbow angle of the initiator, therefore increasing their leverage against their opponent.## Moves and Styles.## Hook.The \"hook\" or.(3) <image>Arm wrestling. pressure is applied as you rotate into the opponents hand. Generally, a successful toproll is highly dependent on technique and the strength of the hand and forearm, moreso than a hook or press.## Press.The \"triceps press\", \"shoulder pressing\", or \"shoulder rolling\" is often described as the third primary move or style of arm wrestling. The defining characteristic of a press is the rotation of the competitor's torso in order to position their shoulder behind their hand. This position allows the athlete to better utilize their triceps strength and body weight, and is usually only attempted in neutral or advantageous positions.(4) <image>Skin grafting. Skin grafting, a type of graft surgery, involves the transplantation of skin. The transplanted tissue is called a skin graft.Surgeons may use skin grafting to treat: extensive wounding or trauma burns areas of extensive skin loss due to infection such as necrotizing fasciitis or purpura fulminans specific surgeries that may require skin grafts for healing to occur - most commonly removal of skin cancersSkin grafting often takes place after serious injuries when some of the body's skin is damaged. Surgical removal (excision or debridement) of the damaged skin is followed by skin grafting. The grafting serves two purposes: reducing the.(5) <image>Arm wrestling. the opponent's wrist or hand (including fingers) below the plane of a touch pad. A false start is a warning. Two warnings equals a foul. Competitors will forfeit the match with a second foul. (Subject to change based on foul limits) If opponents lose grip with one another, a strap is applied and the match is restarted. Intentional slip-outs are fouls, which occur when player's palm completely loses contact with the other player's palm. Competitors may not touch their body to their hand at any time. Shoulders may not cross the center of the table at any time. Competitors will.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/03/oven_03961591.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q179/Q179661.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q282/Q282772.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q282/Q282772.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q159/Q1591440.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q282/Q282772.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 4,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q179/Q179661.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q282/Q282772.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q282/Q282772.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q159/Q1591440.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q282/Q282772.jpg"
],
"candidate_texts": [
"Therapy. A therapy or medical treatment (often abbreviated tx, Tx, or Tx) is the attempted remediation of a health problem, usually following a medical diagnosis.As a rule, each therapy has indications and contraindications. There are many different types of therapy. Not all therapies are effective. Many therapies can produce unwanted adverse effects.\"Medical treatment\" and \"therapy\" are generally considered synonyms. However, in the context of mental health, the term \"therapy\" may refer specifically to psychotherapy.## Semantic field.The words care, therapy, treatment, and intervention overlap in a semantic field, and thus they can be synonymous depending on context. Moving rightward through that order,.",
"Arm wrestling. pressure instinctively utilized by novices trying to pin their opponent.Back pressure involves contraction of the muscles of the back (primarily the lats) in order to adduct the upper arm and generate force toward the self and away from the opponent. If successful, the application of back pressure increases the elbow angle of the opponent and therefore limits their leverage.\"Posting\", or upward pressure, involves contraction of the biceps in order to flex the elbow. If successful, the application of upward pressure decreases the elbow angle of the initiator, therefore increasing their leverage against their opponent.## Moves and Styles.## Hook.The \"hook\" or.",
"Arm wrestling. pressure is applied as you rotate into the opponents hand. Generally, a successful toproll is highly dependent on technique and the strength of the hand and forearm, moreso than a hook or press.## Press.The \"triceps press\", \"shoulder pressing\", or \"shoulder rolling\" is often described as the third primary move or style of arm wrestling. The defining characteristic of a press is the rotation of the competitor's torso in order to position their shoulder behind their hand. This position allows the athlete to better utilize their triceps strength and body weight, and is usually only attempted in neutral or advantageous positions.",
"Skin grafting. Skin grafting, a type of graft surgery, involves the transplantation of skin. The transplanted tissue is called a skin graft.Surgeons may use skin grafting to treat: extensive wounding or trauma burns areas of extensive skin loss due to infection such as necrotizing fasciitis or purpura fulminans specific surgeries that may require skin grafts for healing to occur - most commonly removal of skin cancersSkin grafting often takes place after serious injuries when some of the body's skin is damaged. Surgical removal (excision or debridement) of the damaged skin is followed by skin grafting. The grafting serves two purposes: reducing the.",
"Arm wrestling. the opponent's wrist or hand (including fingers) below the plane of a touch pad. A false start is a warning. Two warnings equals a foul. Competitors will forfeit the match with a second foul. (Subject to change based on foul limits) If opponents lose grip with one another, a strap is applied and the match is restarted. Intentional slip-outs are fouls, which occur when player's palm completely loses contact with the other player's palm. Competitors may not touch their body to their hand at any time. Shoulders may not cross the center of the table at any time. Competitors will."
],
"ground_truth_position": 4,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/03/oven_03961591.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q179/Q179661.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q282/Q282772.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q282/Q282772.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q159/Q1591440.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q282/Q282772.jpg"
],
"num_candidates": 5,
"qid": "5:248445",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/03/oven_03961591.jpg",
"query_text": "Which type of object is depicted in the image?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:A woman on a tennis court holding a racquet and a ball in the air.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000468011.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000002560.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000567121.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/val2014/COCO_val2014_000000213162.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000196785.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 5,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000468011.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000002560.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000567121.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/val2014/COCO_val2014_000000213162.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000196785.jpg"
],
"candidate_texts": [],
"ground_truth_position": 5,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000468011.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000002560.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000567121.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/val2014/COCO_val2014_000000213162.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000196785.jpg"
],
"num_candidates": 5,
"qid": "9:81383",
"query_image": null,
"query_text": "A woman on a tennis court holding a racquet and a ball in the air."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/040/887.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/038/802_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/030/813_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/040/887_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/054/997_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/086/363_1.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 3,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/038/802_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/030/813_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/040/887_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/054/997_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/086/363_1.jpg"
],
"candidate_texts": [],
"ground_truth_position": 3,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/040/887.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/038/802_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/030/813_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/040/887_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/054/997_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/086/363_1.jpg"
],
"num_candidates": 5,
"qid": "4:6509",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/040/887.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:At the Albert Hall Museum, which is taller: the sign that says \"Central Museum Jaipur\" or the metal fence surrounding the museum?Candidates:(1) Hawa Mahal (English translation: \"The Palace of Winds\" or \"The Palace of Breeze\") is a palace in Jaipur, India approximately 300 kilometers from the capital city of Delhi. Built from red and pink sandstone, the palace sits on the edge of the City Palace, Jaipur, and extends to the Zenana, or women's chambers.(2) <image>Main entrance of Victoria and Albert Museum Details of the main entrance of Victoria and Albert Museum.(3) <image>Albert Hall Museum This is the central museum of Jaipur.(4) <image>Napier Museum, Trivandrum, Kerala Napier Museum shining at dusk.(5) <image>Central Mosque (Markai Jamia Masjid), Wah Cantt Central Mosque Wah Cantt, Built in 17th Century by Mughal emperors boast of grandeur and fine architecture.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30299675.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30110029.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30171217.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30231835.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 3,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30299675.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30110029.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30171217.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30231835.jpg"
],
"candidate_texts": [
"Hawa Mahal (English translation: \"The Palace of Winds\" or \"The Palace of Breeze\") is a palace in Jaipur, India approximately 300 kilometers from the capital city of Delhi. Built from red and pink sandstone, the palace sits on the edge of the City Palace, Jaipur, and extends to the Zenana, or women's chambers.",
"Main entrance of Victoria and Albert Museum Details of the main entrance of Victoria and Albert Museum.",
"Albert Hall Museum This is the central museum of Jaipur.",
"Napier Museum, Trivandrum, Kerala Napier Museum shining at dusk.",
"Central Mosque (Markai Jamia Masjid), Wah Cantt Central Mosque Wah Cantt, Built in 17th Century by Mughal emperors boast of grandeur and fine architecture."
],
"ground_truth_position": 3,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30299675.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30110029.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30171217.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30231835.jpg"
],
"num_candidates": 5,
"qid": "2:3767",
"query_image": null,
"query_text": "At the Albert Hall Museum, which is taller: the sign that says \"Central Museum Jaipur\" or the metal fence surrounding the museum?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Is multi-coloured and is a lighter color and is strapless.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B007TYML98.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00AT9K65G.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B006O02KQC.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00BU4U3GG.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0072QTITO.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B005EIK7SS.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 5,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00AT9K65G.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B006O02KQC.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00BU4U3GG.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0072QTITO.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B005EIK7SS.jpg"
],
"candidate_texts": [],
"ground_truth_position": 5,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B007TYML98.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00AT9K65G.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B006O02KQC.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00BU4U3GG.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0072QTITO.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B005EIK7SS.jpg"
],
"num_candidates": 5,
"qid": "7:4505",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B007TYML98.jpg",
"query_text": "Is multi-coloured and is a lighter color and is strapless."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>What is the name of this location?Candidates:(1) <image>Briksdalsbreen. since 1900 show small changes in the first decades, with advances in the glacier front in 1910 and 1929. In the period from 1934 to 1951 the glacier receded by 800 (m), exposing the glacial lake. In the period from 1967 until 1997 the glacier expanded by 465 (m) and covered the whole lake, with the glacier front ending at the lake outlet. The glacier attracted international attention in the 1990s, as it was growing at a time when other European glaciers were in decline.After the year 2000, the glacier once again receded. In 2004 it had receded to 230.(2) <image>Briksdalsbreen. Briksdalsbreen () is one of the most accessible and best known arms of the Jostedalsbreen glacier. Briksdalsbreen is located in the municipality of Stryn in Vestland county, Norway. The glacier lies on the north side of the Jostedalsbreen, in \"Briksdalen\" (\"the Briks valley\") which is located at the end of the Oldedalen valley, about 25 (km) south of the village of Olden. It is located inside Jostedalsbreen National Park. Briksdalsbreen terminates in a small glacial lake, \"Briksdalsbrevatnet\", which lies 346 (m) above sea level.The size of Briksdalsbreen depends not only on temperature, but is also strongly affected by precipitation. Measurements.(3) <image>Briksdalsbreen. of 2010, when measurements showed that the glacier had advanced 8 (m) over the last year This was however in comparison with the 2009 measurements, which saw the glacier being the most receded since measurements started in 1900.As the winter of 2009–2010 saw little snow and the summer temperature in 2010 was 2.5 to 3 (C-change) above average, Professor Atle Nesje predicts that further strong receding will be seen in 2013. As Briksdalsbreen is now very narrow at some stretches, it is possible that it will temporarily disconnect from the larger Jostedalsbreen.Useful Briksdalsbreen tourist siteJostedalsbreen National Park CentreBreheimsenteretOfficial travel guide.(4) <image>Briksdalsbreen. Briksdalsbreen () is one of the most accessible and best known arms of the Jostedalsbreen glacier. Briksdalsbreen is located in the municipality of Stryn in Vestland county, Norway. The glacier lies on the north side of the Jostedalsbreen, in \"Briksdalen\" (\"the Briks valley\") which is located at the end of the Oldedalen valley, about 25 (km) south of the village of Olden. It is located inside Jostedalsbreen National Park. Briksdalsbreen terminates in a small glacial lake, \"Briksdalsbrevatnet\", which lies 346 (m) above sea level.The size of Briksdalsbreen depends not only on temperature, but is also strongly affected by precipitation. Measurements.(5) <image>Briksdalsbreen. (m) behind the lake outlet and in 2007 the glacier front was on dry land behind the lake. In this regard, its position approximated the situation in the 1960s. However, glaciologists speculate that the \"size\" of the glacier was at its smallest since the 13th century.In 2008, the glacier front had only receded by 12 (m) since the 2007 measurement. The slower melting is explained by the glacier being completely on dry land. The winter of 2007–2008 saw an increase in glacier mass, which was expected to move the glacier front forward around 2010. This was confirmed in the fall.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00101054.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q917/Q917018.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q917/Q917018.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q917/Q917018.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q917/Q917018.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q917/Q917018.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q917/Q917018.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q917/Q917018.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q917/Q917018.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q917/Q917018.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q917/Q917018.jpg"
],
"candidate_texts": [
"Briksdalsbreen. since 1900 show small changes in the first decades, with advances in the glacier front in 1910 and 1929. In the period from 1934 to 1951 the glacier receded by 800 (m), exposing the glacial lake. In the period from 1967 until 1997 the glacier expanded by 465 (m) and covered the whole lake, with the glacier front ending at the lake outlet. The glacier attracted international attention in the 1990s, as it was growing at a time when other European glaciers were in decline.After the year 2000, the glacier once again receded. In 2004 it had receded to 230.",
"Briksdalsbreen. Briksdalsbreen () is one of the most accessible and best known arms of the Jostedalsbreen glacier. Briksdalsbreen is located in the municipality of Stryn in Vestland county, Norway. The glacier lies on the north side of the Jostedalsbreen, in \"Briksdalen\" (\"the Briks valley\") which is located at the end of the Oldedalen valley, about 25 (km) south of the village of Olden. It is located inside Jostedalsbreen National Park. Briksdalsbreen terminates in a small glacial lake, \"Briksdalsbrevatnet\", which lies 346 (m) above sea level.The size of Briksdalsbreen depends not only on temperature, but is also strongly affected by precipitation. Measurements.",
"Briksdalsbreen. of 2010, when measurements showed that the glacier had advanced 8 (m) over the last year This was however in comparison with the 2009 measurements, which saw the glacier being the most receded since measurements started in 1900.As the winter of 2009–2010 saw little snow and the summer temperature in 2010 was 2.5 to 3 (C-change) above average, Professor Atle Nesje predicts that further strong receding will be seen in 2013. As Briksdalsbreen is now very narrow at some stretches, it is possible that it will temporarily disconnect from the larger Jostedalsbreen.Useful Briksdalsbreen tourist siteJostedalsbreen National Park CentreBreheimsenteretOfficial travel guide.",
"Briksdalsbreen. Briksdalsbreen () is one of the most accessible and best known arms of the Jostedalsbreen glacier. Briksdalsbreen is located in the municipality of Stryn in Vestland county, Norway. The glacier lies on the north side of the Jostedalsbreen, in \"Briksdalen\" (\"the Briks valley\") which is located at the end of the Oldedalen valley, about 25 (km) south of the village of Olden. It is located inside Jostedalsbreen National Park. Briksdalsbreen terminates in a small glacial lake, \"Briksdalsbrevatnet\", which lies 346 (m) above sea level.The size of Briksdalsbreen depends not only on temperature, but is also strongly affected by precipitation. Measurements.",
"Briksdalsbreen. (m) behind the lake outlet and in 2007 the glacier front was on dry land behind the lake. In this regard, its position approximated the situation in the 1960s. However, glaciologists speculate that the \"size\" of the glacier was at its smallest since the 13th century.In 2008, the glacier front had only receded by 12 (m) since the 2007 measurement. The slower melting is explained by the glacier being completely on dry land. The winter of 2007–2008 saw an increase in glacier mass, which was expected to move the glacier front forward around 2010. This was confirmed in the fall."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00101054.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q917/Q917018.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q917/Q917018.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q917/Q917018.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q917/Q917018.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q917/Q917018.jpg"
],
"num_candidates": 5,
"qid": "5:73922",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00101054.jpg",
"query_text": "What is the name of this location?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) A picture of some toys are in the kitchen.(2) A diorama made of toys depicts a kitchen scene.(3) A toy kitchen with small toys preparing food.(4) A miniature Lego set mimicking a kitchen and people.(5) A closeup of a lego diorama of a classroom.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000174632.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"A picture of some toys are in the kitchen.",
"A diorama made of toys depicts a kitchen scene.",
"A toy kitchen with small toys preparing food.",
"A miniature Lego set mimicking a kitchen and people.",
"A closeup of a lego diorama of a classroom."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000174632.jpg"
],
"num_candidates": 5,
"qid": "9:148137",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000174632.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:Tennessee Titans kicker Rob Bironas celebrates after his 48yard field goal against the Colts in the fourth quarter at LP Field on Oct 27 2008.Candidates:(1) <image>This Day in NFL History: Rob Bironas sets record with 8 FG vs. Texans.(2) <image>Rob Bironas, former Tennessee Titans kicker, dies.(3) <image>As a college student, Larry Bironas would occasionally drink alcohol.(4) <image>As a college student, Larry Bironas would occasionally drink alcohol.(5) <image>Titans to Honor Local Veterans and Armed Forces at Sunday's Game.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00148232_22096_00.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00145570_21763_00.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00154409_40000_04.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00151347_40000_04.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00148681_22152_00.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 4,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00148232_22096_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00145570_21763_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00154409_40000_04.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00151347_40000_04.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00148681_22152_00.jpg"
],
"candidate_texts": [
"This Day in NFL History: Rob Bironas sets record with 8 FG vs. Texans.",
"Rob Bironas, former Tennessee Titans kicker, dies.",
"As a college student, Larry Bironas would occasionally drink alcohol.",
"As a college student, Larry Bironas would occasionally drink alcohol.",
"Titans to Honor Local Veterans and Armed Forces at Sunday's Game."
],
"ground_truth_position": 4,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00148232_22096_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00145570_21763_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00154409_40000_04.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00151347_40000_04.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00148681_22152_00.jpg"
],
"num_candidates": 5,
"qid": "3:6407",
"query_image": null,
"query_text": "Tennessee Titans kicker Rob Bironas celebrates after his 48yard field goal against the Colts in the fourth quarter at LP Field on Oct 27 2008."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:Black button detail palazzo pants.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/pants/full_length_pants/83899561/83899561_4.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/skirts/maxi_skirts/90607846/90607846_3.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/skirts/maxi_skirts/90607846/90607846_2.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/skirts/maxi_skirts/90607846/90607846_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/skirts/maxi_skirts/90607846/90607846_0.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/pants/full_length_pants/83899561/83899561_4.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/skirts/maxi_skirts/90607846/90607846_3.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/skirts/maxi_skirts/90607846/90607846_2.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/skirts/maxi_skirts/90607846/90607846_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/skirts/maxi_skirts/90607846/90607846_0.jpg"
],
"candidate_texts": [],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/pants/full_length_pants/83899561/83899561_4.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/skirts/maxi_skirts/90607846/90607846_3.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/skirts/maxi_skirts/90607846/90607846_2.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/skirts/maxi_skirts/90607846/90607846_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/skirts/maxi_skirts/90607846/90607846_0.jpg"
],
"num_candidates": 5,
"qid": "1:22668",
"query_image": null,
"query_text": "Black button detail palazzo pants."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:Do the Moses writing sprayed on a brick wall located at Weidendamm in Nordstadt quarter of Hannover, Germany and the Graffiti-art on a provisional fence along the Riva degli Schiavoni in Venice both have a circular element to them?Candidates:(1) <image>6322 - Venezia - Graffiti-art - Foto Giovanni Dall'Orto 4-Aug-2007 Graffiti-art on a provisional fence along the Riva degli Schiavoni in Venice. Picture by Giovanni Dall'Orto, December 10, 2007 .(2) <image>Graffiti berlin wall A section of the Berlin Wall with Graffiti regarding Act Up. Taken at the Newseum in DC.(3) <image>Berlin Wall kissing graffiti Graffiti on the East Side Gallery of the Berlin Wall.(4) <image>Moses writing Weidendamm Nordstadt Hannover Germany Moses writing sprayed on a brick wall located at Weidendamm in Nordstadt quarter of Hannover, Germany.(5) <image>Münster, Hafen, Wolfgang-Borchert-Theater, Graffiti -- 2020 -- 8119 Graffiti at Wolfgang Borchert Theater in the port of Munster, North Rhine-Westphalia, Germany.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30134978.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30078567.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30074734.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30009414.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30252024.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30134978.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30078567.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30074734.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30009414.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30252024.jpg"
],
"candidate_texts": [
"6322 - Venezia - Graffiti-art - Foto Giovanni Dall'Orto 4-Aug-2007 Graffiti-art on a provisional fence along the Riva degli Schiavoni in Venice. Picture by Giovanni Dall'Orto, December 10, 2007 .",
"Graffiti berlin wall A section of the Berlin Wall with Graffiti regarding Act Up. Taken at the Newseum in DC.",
"Berlin Wall kissing graffiti Graffiti on the East Side Gallery of the Berlin Wall.",
"Moses writing Weidendamm Nordstadt Hannover Germany Moses writing sprayed on a brick wall located at Weidendamm in Nordstadt quarter of Hannover, Germany.",
"Münster, Hafen, Wolfgang-Borchert-Theater, Graffiti -- 2020 -- 8119 Graffiti at Wolfgang Borchert Theater in the port of Munster, North Rhine-Westphalia, Germany."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30134978.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30078567.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30074734.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30009414.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/webqa_images/30252024.jpg"
],
"num_candidates": 5,
"qid": "2:5448",
"query_image": null,
"query_text": "Do the Moses writing sprayed on a brick wall located at Weidendamm in Nordstadt quarter of Hannover, Germany and the Graffiti-art on a provisional fence along the Riva degli Schiavoni in Venice both have a circular element to them?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:When showing a collection fashion Designer Donna Karan is never without her fanny pack She even wore it as she took a bow at her 30th Anniversary fashion show during MercedesBenz Fashion Week in New York City.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0343/794.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0281/687.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0546/916.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0709/319.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0262/585.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0343/794.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0281/687.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0546/916.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0709/319.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0262/585.jpg"
],
"candidate_texts": [],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0343/794.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0281/687.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0546/916.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0709/319.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0262/585.jpg"
],
"num_candidates": 5,
"qid": "0:182243",
"query_image": null,
"query_text": "When showing a collection fashion Designer Donna Karan is never without her fanny pack She even wore it as she took a bow at her 30th Anniversary fashion show during MercedesBenz Fashion Week in New York City."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) Joie de vivreExhibition Royal Photographic Society biennial Steve Jones POP galleries.(2) Making A Splash October 4th 2015 rutting season in Bushy Park This Stag was charging at any stag that dare approach even claiming Heron Pond as his own Apparently they get themselves wet to increase their stench and to make their fur appear bigger.(3) An official American symbol since 1782 the highflier with a sevenfoot wingspan was an endangered species in the late20th century but its populations have recovered in the past three decades Read US declares bald eagles no longer threatened.(4) A mid morning stretch Luckily I had my camera pointing straight at this swan when it decided to do this.(5) Category Animal portraitsSwan by Des Ong.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0828/181.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 5,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"Joie de vivreExhibition Royal Photographic Society biennial Steve Jones POP galleries.",
"Making A Splash October 4th 2015 rutting season in Bushy Park This Stag was charging at any stag that dare approach even claiming Heron Pond as his own Apparently they get themselves wet to increase their stench and to make their fur appear bigger.",
"An official American symbol since 1782 the highflier with a sevenfoot wingspan was an endangered species in the late20th century but its populations have recovered in the past three decades Read US declares bald eagles no longer threatened.",
"A mid morning stretch Luckily I had my camera pointing straight at this swan when it decided to do this.",
"Category Animal portraitsSwan by Des Ong."
],
"ground_truth_position": 5,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0828/181.jpg"
],
"num_candidates": 5,
"qid": "0:89446",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0828/181.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Is light colored and plain and long sleeved and much warmer.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00AREKETQ.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00CAIFINY.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B005APHPNA.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B007FOOCR6.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B003HKQOJQ.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B007LCEDLC.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 5,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00CAIFINY.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B005APHPNA.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B007FOOCR6.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B003HKQOJQ.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B007LCEDLC.jpg"
],
"candidate_texts": [],
"ground_truth_position": 5,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00AREKETQ.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00CAIFINY.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B005APHPNA.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B007FOOCR6.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B003HKQOJQ.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B007LCEDLC.jpg"
],
"num_candidates": 5,
"qid": "7:9766",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00AREKETQ.jpg",
"query_text": "Is light colored and plain and long sleeved and much warmer."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:New England Patriots wide receiver Julian Edelman returns a punt past Indianapolis Colts outside linebacker Andy Studebaker in the first quarter in the AFC Championship Game at Gillette Stadium.Candidates:(1) <image>SEATTLE It took the most unexpected of finishes to set up the finish everyone expected.(2) <image>AFC Championship Game: Colts vs. Patriots.(3) <image>Andrew Luck's Massive Playoff Comeback - Colts vs. Chiefs - 2013 AFC Wild Card - NFL Full Game.(4) <image>Peyton Manning threw for four touchdowns as he led the Denver Broncos to a record breaking 52 20 win over the Philadelphia Eagles.(5) <image>2013 New England Patriots - American Football Wiki.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00143100_40000_04.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00138568_20885_00.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00162058_23825_00.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00187537_40000_03.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00143954_21560_00.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00143100_40000_04.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00138568_20885_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00162058_23825_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00187537_40000_03.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00143954_21560_00.jpg"
],
"candidate_texts": [
"SEATTLE It took the most unexpected of finishes to set up the finish everyone expected.",
"AFC Championship Game: Colts vs. Patriots.",
"Andrew Luck's Massive Playoff Comeback - Colts vs. Chiefs - 2013 AFC Wild Card - NFL Full Game.",
"Peyton Manning threw for four touchdowns as he led the Denver Broncos to a record breaking 52 20 win over the Philadelphia Eagles.",
"2013 New England Patriots - American Football Wiki."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00143100_40000_04.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00138568_20885_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00162058_23825_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00187537_40000_03.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00143954_21560_00.jpg"
],
"num_candidates": 5,
"qid": "3:5087",
"query_image": null,
"query_text": "New England Patriots wide receiver Julian Edelman returns a punt past Indianapolis Colts outside linebacker Andy Studebaker in the first quarter in the AFC Championship Game at Gillette Stadium."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/053/688.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/059/085_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/053/688_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/057/055_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/000/228_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/038/449_1.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/059/085_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/053/688_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/057/055_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/000/228_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/038/449_1.jpg"
],
"candidate_texts": [],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/053/688.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/059/085_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/053/688_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/057/055_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/000/228_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/038/449_1.jpg"
],
"num_candidates": 5,
"qid": "4:8565",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/053/688.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Who is the architect of this building?Candidates:(1) Leeds Town Hall. funds by public subscription has failed, it is the opinion of this Council desirable to erect a Town Hall, including suitable corporate buildings\". The sum voted was £22,000 for the building and £9,500 for the land. It was intended to represent Leeds's emergence as an important industrial centre during the Industrial Revolution and symbolise civic pride and confidence.A council committee was established to assess the opinions of Leeds's inhabitants. It sent delegations to other large towns including Manchester and Liverpool to investigate their plans for building public halls. In July 1851, it presented a report, with consultees including Joseph Paxton,.(2) Leeds Town Hall. Derek Linstrum as \"splendidly furnished\", portraits of William Wilberforce and Charles James Fox, and a marble medallion of Napoleon III and Eugénie. Brodrick participated in all the details of decoration in the public rooms, which each had their own character, though the richest effects were reserved for the Council Chamber in the southeast corner (now known as the Albert Room), which, in addition to the coupled fluted pilasters and ornamented frieze, has an elaborate ceiling incorporating delicately painted glass panels. Though Brodrick's red Morocco upholstered furnishings and the original gallery were removed in the 1930s, the room is a characteristic.(3) Maximilianeum. The Maximilianeum, a palatial building in Munich, was built as the home of a gifted students' foundation but since 1949 has housed the Bavarian State Parliament. It sits grandly and as a focal point on the bank of the Isar River above Maximilian Bridge at the eastern end of Maximilianstrasse, a royal avenue dotted with Neo-Gothic palaces influenced by the English Perpendicular style.Construction was the initiative of King Maximilian II of Bavaria in 1857, with Friedrich Bürklein the lead architect. Weight problems delayed completion until 1874, and the façade, which had been conceived as Neo-Gothic, needed to be altered; Gottfried.(4) Sala São Paulo. the trains.The main floor has a capacity for 830 seats and 679 seats in the boxes and balconies on the mezzanine and first floor. The metal seats have ivory wood details. The material used, including the placing and the number of seats were all planned to avoid any possible interference with the flow of sound.## Adjustable ceiling.The adjustable ceiling is suspended 25 meters above the main floor. It has 15 panels, each weighing 7.5 tons and are held by 20 cable coils. The panels can be individually controlled, allowing the volume of the hall to be adjusted to between 12.(5) Maximilianeum. The Maximilianeum, a palatial building in Munich, was built as the home of a gifted students' foundation but since 1949 has housed the Bavarian State Parliament. It sits grandly and as a focal point on the bank of the Isar River above Maximilian Bridge at the eastern end of Maximilianstrasse, a royal avenue dotted with Neo-Gothic palaces influenced by the English Perpendicular style.Construction was the initiative of King Maximilian II of Bavaria in 1857, with Friedrich Bürklein the lead architect. Weight problems delayed completion until 1874, and the façade, which had been conceived as Neo-Gothic, needed to be altered; Gottfried.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00050418.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 3,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"Leeds Town Hall. funds by public subscription has failed, it is the opinion of this Council desirable to erect a Town Hall, including suitable corporate buildings\". The sum voted was £22,000 for the building and £9,500 for the land. It was intended to represent Leeds's emergence as an important industrial centre during the Industrial Revolution and symbolise civic pride and confidence.A council committee was established to assess the opinions of Leeds's inhabitants. It sent delegations to other large towns including Manchester and Liverpool to investigate their plans for building public halls. In July 1851, it presented a report, with consultees including Joseph Paxton,.",
"Leeds Town Hall. Derek Linstrum as \"splendidly furnished\", portraits of William Wilberforce and Charles James Fox, and a marble medallion of Napoleon III and Eugénie. Brodrick participated in all the details of decoration in the public rooms, which each had their own character, though the richest effects were reserved for the Council Chamber in the southeast corner (now known as the Albert Room), which, in addition to the coupled fluted pilasters and ornamented frieze, has an elaborate ceiling incorporating delicately painted glass panels. Though Brodrick's red Morocco upholstered furnishings and the original gallery were removed in the 1930s, the room is a characteristic.",
"Maximilianeum. The Maximilianeum, a palatial building in Munich, was built as the home of a gifted students' foundation but since 1949 has housed the Bavarian State Parliament. It sits grandly and as a focal point on the bank of the Isar River above Maximilian Bridge at the eastern end of Maximilianstrasse, a royal avenue dotted with Neo-Gothic palaces influenced by the English Perpendicular style.Construction was the initiative of King Maximilian II of Bavaria in 1857, with Friedrich Bürklein the lead architect. Weight problems delayed completion until 1874, and the façade, which had been conceived as Neo-Gothic, needed to be altered; Gottfried.",
"Sala São Paulo. the trains.The main floor has a capacity for 830 seats and 679 seats in the boxes and balconies on the mezzanine and first floor. The metal seats have ivory wood details. The material used, including the placing and the number of seats were all planned to avoid any possible interference with the flow of sound.## Adjustable ceiling.The adjustable ceiling is suspended 25 meters above the main floor. It has 15 panels, each weighing 7.5 tons and are held by 20 cable coils. The panels can be individually controlled, allowing the volume of the hall to be adjusted to between 12.",
"Maximilianeum. The Maximilianeum, a palatial building in Munich, was built as the home of a gifted students' foundation but since 1949 has housed the Bavarian State Parliament. It sits grandly and as a focal point on the bank of the Isar River above Maximilian Bridge at the eastern end of Maximilianstrasse, a royal avenue dotted with Neo-Gothic palaces influenced by the English Perpendicular style.Construction was the initiative of King Maximilian II of Bavaria in 1857, with Friedrich Bürklein the lead architect. Weight problems delayed completion until 1874, and the façade, which had been conceived as Neo-Gothic, needed to be altered; Gottfried."
],
"ground_truth_position": 3,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00050418.jpg"
],
"num_candidates": 5,
"qid": "6:18136",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00050418.jpg",
"query_text": "Who is the architect of this building?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Is a t shirt with a circular red and white logo and has a more circular design.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0050SPKY8.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B003XFS6SW.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B006WLBJLU.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B007P28GUC.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B009ECAJKG.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B002673R1Y.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 4,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B003XFS6SW.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B006WLBJLU.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B007P28GUC.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B009ECAJKG.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B002673R1Y.jpg"
],
"candidate_texts": [],
"ground_truth_position": 4,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0050SPKY8.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B003XFS6SW.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B006WLBJLU.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B007P28GUC.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B009ECAJKG.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B002673R1Y.jpg"
],
"num_candidates": 5,
"qid": "7:9280",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0050SPKY8.jpg",
"query_text": "Is a t shirt with a circular red and white logo and has a more circular design."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) Hungarian prime minister Viktor Orban plans to tax internet use in the country.(2) Biden greeted in Serbia by radicals chanting Trump.(3) Law and Justice party supporters campaigning in Warsaw in October.(4) Nigel Farage will be a leading figure in the No campaign.(5) Nigel Farage believes Britain can prosper outside the EU by blocking migration.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0712/537.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"Hungarian prime minister Viktor Orban plans to tax internet use in the country.",
"Biden greeted in Serbia by radicals chanting Trump.",
"Law and Justice party supporters campaigning in Warsaw in October.",
"Nigel Farage will be a leading figure in the No campaign.",
"Nigel Farage believes Britain can prosper outside the EU by blocking migration."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0712/537.jpg"
],
"num_candidates": 5,
"qid": "0:89536",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/guardian/images/0712/537.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:South Korean relatives of passengers on board the ferry cry as they wait for news about their loved ones in Jindo.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/bbc/images/0494/939.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0090/467.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0441/004.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0262/323.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0567/410.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/bbc/images/0494/939.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0090/467.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0441/004.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0262/323.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0567/410.jpg"
],
"candidate_texts": [],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/bbc/images/0494/939.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0090/467.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0441/004.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0262/323.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0567/410.jpg"
],
"num_candidates": 5,
"qid": "0:27809",
"query_image": null,
"query_text": "South Korean relatives of passengers on board the ferry cry as they wait for news about their loved ones in Jindo."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) A horse grazing on grass near water and a hill.(2) A brown horse in the field grazing on grass.(3) A horse is eating grass near the water.(4) A horse standing along side of a river.(5) A horse that is standing out in some grass by some water.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000365536.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"A horse grazing on grass near water and a hill.",
"A brown horse in the field grazing on grass.",
"A horse is eating grass near the water.",
"A horse standing along side of a river.",
"A horse that is standing out in some grass by some water."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000365536.jpg"
],
"num_candidates": 5,
"qid": "9:51063",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/mscoco_images/train2014/COCO_train2014_000000365536.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:Atletico Madrid s coach Quique Flores watches a training session at the Vicente Calderon ahead of Chelsea s visit.Candidates:(1) <image>There is a certain resonance that José Mourino's campaign hinges on a match against Atlético Madrid.(2) <image>Early Wednesday afternoon at Cobham and José Mourinho, having taken refuge from the chill of an incessant autumn drizzle, was impatient to crack on.(3) <image>In 1969 a property development near Segovia undertaken by Jesús Gil collapsed, killing 58 people.(4) <image>Caretaker tips Remi Garde to clinch Villa job.(5) <image>Mourinho defends Daniel Levy: 14 things we spotted in All or Nothing Tottenham episode eight.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00171496_40000_03.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00229351_40000_03.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00229871_40000_03.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00224561_31641_00.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00221129_31212_00.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 3,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00171496_40000_03.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00229351_40000_03.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00229871_40000_03.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00224561_31641_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00221129_31212_00.jpg"
],
"candidate_texts": [
"There is a certain resonance that José Mourino's campaign hinges on a match against Atlético Madrid.",
"Early Wednesday afternoon at Cobham and José Mourinho, having taken refuge from the chill of an incessant autumn drizzle, was impatient to crack on.",
"In 1969 a property development near Segovia undertaken by Jesús Gil collapsed, killing 58 people.",
"Caretaker tips Remi Garde to clinch Villa job.",
"Mourinho defends Daniel Levy: 14 things we spotted in All or Nothing Tottenham episode eight."
],
"ground_truth_position": 3,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00171496_40000_03.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00229351_40000_03.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00229871_40000_03.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00224561_31641_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00221129_31212_00.jpg"
],
"num_candidates": 5,
"qid": "3:12598",
"query_image": null,
"query_text": "Atletico Madrid s coach Quique Flores watches a training session at the Vicente Calderon ahead of Chelsea s visit."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) The Ailsa Jane was stuck fast on a wreck.(2) The new British ship will carry cuttingedge technology including robotic submarines and underwater gliders.(3) Officials are monitoring the empty vessel in case it becomes an obstruction to other shipping.(4) The St Petersburg a Norwegian merchant ship was the first vessel to reach the area.(5) Sonar images show the wreck in two pieces on a sandbank about 12 miles off the coast of Sheerness.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/bbc/images/0523/993.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 5,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"The Ailsa Jane was stuck fast on a wreck.",
"The new British ship will carry cuttingedge technology including robotic submarines and underwater gliders.",
"Officials are monitoring the empty vessel in case it becomes an obstruction to other shipping.",
"The St Petersburg a Norwegian merchant ship was the first vessel to reach the area.",
"Sonar images show the wreck in two pieces on a sandbank about 12 miles off the coast of Sheerness."
],
"ground_truth_position": 5,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/bbc/images/0523/993.jpg"
],
"num_candidates": 5,
"qid": "0:148753",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/bbc/images/0523/993.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/010/521.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/045/903_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/010/521_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/069/139_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/000/424_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/054/242_1.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/045/903_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/010/521_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/069/139_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/000/424_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/054/242_1.jpg"
],
"candidate_texts": [],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/010/521.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/045/903_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/010/521_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/069/139_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/000/424_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/054/242_1.jpg"
],
"num_candidates": 5,
"qid": "4:1669",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/010/521.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:Syrian volunteers on Sunday in the northern city of Aleppo put on gas masks in a class on how to respond to a chemical attack.Candidates:(1) <image>Mustard gas use in the Syrian conflict confirmed by source.(2) <image>Volunteers put on gas masks during a class on how to respond to a... News Photo.(3) <image>Forensic Details in U.N. Report Point to Assad’s Use of Gas.(4) <image>U.S. on Syria chemical attack: What's the evidence?(5) <image>Taste of justice: Syrian victims of chemical weapon attacks witnessing serious accountability efforts.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00009795_01695_00.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00009794_01695_00.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00009793_01695_01.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00009797_01695_00.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00009796_01695_00.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00009795_01695_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00009794_01695_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00009793_01695_01.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00009797_01695_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00009796_01695_00.jpg"
],
"candidate_texts": [
"Mustard gas use in the Syrian conflict confirmed by source.",
"Volunteers put on gas masks during a class on how to respond to a... News Photo.",
"Forensic Details in U.N. Report Point to Assad’s Use of Gas.",
"U.S. on Syria chemical attack: What's the evidence?",
"Taste of justice: Syrian victims of chemical weapon attacks witnessing serious accountability efforts."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00009795_01695_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00009794_01695_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00009793_01695_01.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00009797_01695_00.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/edis_images/00009796_01695_00.jpg"
],
"num_candidates": 5,
"qid": "3:22971",
"query_image": null,
"query_text": "Syrian volunteers on Sunday in the northern city of Aleppo put on gas masks in a class on how to respond to a chemical attack."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Is dark blue trophy husband and is dark blue with a white trophy graphic.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B004PDY36A.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00BZAXN6M.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0094KPX2C.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00A14T3CQ.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00B29VJ0I.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0064PP7W6.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 4,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00BZAXN6M.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0094KPX2C.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00A14T3CQ.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00B29VJ0I.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0064PP7W6.jpg"
],
"candidate_texts": [],
"ground_truth_position": 4,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B004PDY36A.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00BZAXN6M.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0094KPX2C.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00A14T3CQ.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00B29VJ0I.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0064PP7W6.jpg"
],
"num_candidates": 5,
"qid": "7:9138",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B004PDY36A.jpg",
"query_text": "Is dark blue trophy husband and is dark blue with a white trophy graphic."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>What is this building called?Candidates:(1) <image>Saint John the Baptist Parish Church (Liliw). the efforts of Director Emmanuel 'Maning' Borlaza, Mrs. Concepcion Brosas and the people of Liliw.## \"Capilla de San Buenaventura\".From the church's entresuelo entrance, a small passageway to the left leads to a small chapel named in honor of the Seraphic Doctor, San Buenaventura through the efforts of Rev. Fr. Philip Atienza. At the center of the chapel is an image of San Buenaventura enclosed in a retablo with narra wood in the patio grounds as its material made by a local Paete carver, Peter Paraiso. A first class relic was also housed in the chapel. In 1664, the image of.(2) <image>Saint John the Baptist Parish Church (Liliw). first parish priest in 1605 by the Franciscan missionaries. The first church was built in wood in 1620. A stronger stone church was built from 1643 to 1646 and was partially destroyed during the 1880 Luzon earthquake. It was reconstructed in 1885 and was partially burned on April 6, 1898.## Architecture.The church, which is designed in baroque style, is adorned with red bricks.## Façade.The most prominent and notable part of the church is the façade is made of striking red bricks and adobe. On top of the wooden door entrance is a white sculpted image of the \"Baptism of Jesus.(3) <image>Saint John the Baptist Parish Church (Liliw). by St. John the Baptist\". It also contains stained glass images along with red bricked columns.## Retablo.The church has three \"retablos\" or altars finished in gold leaf. The \"retablo mayor\" (main altar) at the center contains thirteen niches across four levels housing statues of saints. At the center of the lowest level contains the tabernacle. The two minor \"retablos\" on each side houses four niches of saints. Originally, these two minor retablos were dedicated in honor of the town's second patron, San Buenaventura and San Antonio de Padua. It was restored by following the description of a visiting friar through.(4) <image>Saint John the Baptist Parish Church (Liliw). St. John the Baptist Parish Church (Filipino: \"Simbahan ng Parokya ng San Juan Bautista\"), also known as Liliw Church or Lilio Church, is one of the Roman Catholic churches in Liliw, Laguna, Philippines. Its feast is celebrated every August 29 known as the Martyrdom of St. John the Baptist. The church is known for its red bricked façade and baroque style architecture.## History.Liliw was established as a \"reduccion\" by Franciscan priests Juan de Plasencia and Diego Oropesa in 1578. It was annexed as a visita of Nagcarlan until it became an independent parish with Father Miguel de San Lucas as.(5) <image>Saint John the Baptist Parish Church (Liliw). St. John the Baptist Parish Church (Filipino: \"Simbahan ng Parokya ng San Juan Bautista\"), also known as Liliw Church or Lilio Church, is one of the Roman Catholic churches in Liliw, Laguna, Philippines. Its feast is celebrated every August 29 known as the Martyrdom of St. John the Baptist. The church is known for its red bricked façade and baroque style architecture.## History.Liliw was established as a \"reduccion\" by Franciscan priests Juan de Plasencia and Diego Oropesa in 1578. It was annexed as a visita of Nagcarlan until it became an independent parish with Father Miguel de San Lucas as.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00104948.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q181/Q18164401.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q181/Q18164401.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q181/Q18164401.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q181/Q18164401.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q181/Q18164401.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q181/Q18164401.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q181/Q18164401.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q181/Q18164401.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q181/Q18164401.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q181/Q18164401.jpg"
],
"candidate_texts": [
"Saint John the Baptist Parish Church (Liliw). the efforts of Director Emmanuel 'Maning' Borlaza, Mrs. Concepcion Brosas and the people of Liliw.## \"Capilla de San Buenaventura\".From the church's entresuelo entrance, a small passageway to the left leads to a small chapel named in honor of the Seraphic Doctor, San Buenaventura through the efforts of Rev. Fr. Philip Atienza. At the center of the chapel is an image of San Buenaventura enclosed in a retablo with narra wood in the patio grounds as its material made by a local Paete carver, Peter Paraiso. A first class relic was also housed in the chapel. In 1664, the image of.",
"Saint John the Baptist Parish Church (Liliw). first parish priest in 1605 by the Franciscan missionaries. The first church was built in wood in 1620. A stronger stone church was built from 1643 to 1646 and was partially destroyed during the 1880 Luzon earthquake. It was reconstructed in 1885 and was partially burned on April 6, 1898.## Architecture.The church, which is designed in baroque style, is adorned with red bricks.## Façade.The most prominent and notable part of the church is the façade is made of striking red bricks and adobe. On top of the wooden door entrance is a white sculpted image of the \"Baptism of Jesus.",
"Saint John the Baptist Parish Church (Liliw). by St. John the Baptist\". It also contains stained glass images along with red bricked columns.## Retablo.The church has three \"retablos\" or altars finished in gold leaf. The \"retablo mayor\" (main altar) at the center contains thirteen niches across four levels housing statues of saints. At the center of the lowest level contains the tabernacle. The two minor \"retablos\" on each side houses four niches of saints. Originally, these two minor retablos were dedicated in honor of the town's second patron, San Buenaventura and San Antonio de Padua. It was restored by following the description of a visiting friar through.",
"Saint John the Baptist Parish Church (Liliw). St. John the Baptist Parish Church (Filipino: \"Simbahan ng Parokya ng San Juan Bautista\"), also known as Liliw Church or Lilio Church, is one of the Roman Catholic churches in Liliw, Laguna, Philippines. Its feast is celebrated every August 29 known as the Martyrdom of St. John the Baptist. The church is known for its red bricked façade and baroque style architecture.## History.Liliw was established as a \"reduccion\" by Franciscan priests Juan de Plasencia and Diego Oropesa in 1578. It was annexed as a visita of Nagcarlan until it became an independent parish with Father Miguel de San Lucas as.",
"Saint John the Baptist Parish Church (Liliw). St. John the Baptist Parish Church (Filipino: \"Simbahan ng Parokya ng San Juan Bautista\"), also known as Liliw Church or Lilio Church, is one of the Roman Catholic churches in Liliw, Laguna, Philippines. Its feast is celebrated every August 29 known as the Martyrdom of St. John the Baptist. The church is known for its red bricked façade and baroque style architecture.## History.Liliw was established as a \"reduccion\" by Franciscan priests Juan de Plasencia and Diego Oropesa in 1578. It was annexed as a visita of Nagcarlan until it became an independent parish with Father Miguel de San Lucas as."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00104948.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q181/Q18164401.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q181/Q18164401.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q181/Q18164401.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q181/Q18164401.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q181/Q18164401.jpg"
],
"num_candidates": 5,
"qid": "5:77171",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00104948.jpg",
"query_text": "What is this building called?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Is more solid and more colorful and is black in color.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B000F2JA7W.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B005QWQKOM.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0088NZ5EW.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00CJSTVJC.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0072DAQES.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B000JCOF8C.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 3,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B005QWQKOM.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0088NZ5EW.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00CJSTVJC.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0072DAQES.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B000JCOF8C.jpg"
],
"candidate_texts": [],
"ground_truth_position": 3,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B000F2JA7W.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B005QWQKOM.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0088NZ5EW.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00CJSTVJC.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0072DAQES.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B000JCOF8C.jpg"
],
"num_candidates": 5,
"qid": "7:12728",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B000F2JA7W.jpg",
"query_text": "Is more solid and more colorful and is black in color."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Is wider and less a bottle and is lighter.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B001YK4GNC.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0084NYWP4.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00AWQ6MW2.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0012ODZ8M.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00D82P5QG.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B001GWCPTU.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 4,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0084NYWP4.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00AWQ6MW2.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0012ODZ8M.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00D82P5QG.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B001GWCPTU.jpg"
],
"candidate_texts": [],
"ground_truth_position": 4,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B001YK4GNC.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0084NYWP4.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00AWQ6MW2.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B0012ODZ8M.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00D82P5QG.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B001GWCPTU.jpg"
],
"num_candidates": 5,
"qid": "7:6099",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B001YK4GNC.jpg",
"query_text": "Is wider and less a bottle and is lighter."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Brown dog with white patches sit on the floor with tan and burgundy squares.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/87/train-4719-2-img1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/34/train-7214-2-img0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/31/train-3184-3-img1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/83/train-4171-1-img0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/31/train-6293-2-img0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/8/train-5765-3-img1.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/34/train-7214-2-img0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/31/train-3184-3-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/83/train-4171-1-img0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/31/train-6293-2-img0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/8/train-5765-3-img1.jpg"
],
"candidate_texts": [],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/87/train-4719-2-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/34/train-7214-2-img0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/31/train-3184-3-img1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/83/train-4171-1-img0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/31/train-6293-2-img0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/8/train-5765-3-img1.jpg"
],
"num_candidates": 5,
"qid": "8:24353",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/cirr_images/train/87/train-4719-2-img1.jpg",
"query_text": "Brown dog with white patches sit on the floor with tan and burgundy squares."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Is sexier and see through and black and with sleeves.Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B007Q0Y6YS.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00ARODRCM.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B007XTKXPS.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B006ILRQDO.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00GMRNQ1U.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00BUUR43K.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00ARODRCM.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B007XTKXPS.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B006ILRQDO.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00GMRNQ1U.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00BUUR43K.jpg"
],
"candidate_texts": [],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B007Q0Y6YS.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00ARODRCM.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B007XTKXPS.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B006ILRQDO.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00GMRNQ1U.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B00BUUR43K.jpg"
],
"num_candidates": 5,
"qid": "7:4899",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashioniq_images/B007Q0Y6YS.jpg",
"query_text": "Is sexier and see through and black and with sleeves."
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>What is the architectural style of this building?Candidates:(1) <image>Manezhnaya Square, Moscow. Communist authorities laid a foundation stone for a grandiose sculptural monument, which failed to materialize.In August 1991, Manezhnaya Square (its name by then restored) became a venue for great demonstrations celebrating the fall of Communism after the abortive Soviet coup attempt of 1991. More recently, it made the news in connection with riots following the Russia national football team's defeat at the 2002 FIFA World Cup. The place became a stage of rioting again in December 2010, when thousands of youth representing football fans and/or those who support nationalist slogans held a rally at Manezhnaya which turned violent. It made.(2) <image>Peterhof Palace. landing troops. Evacuation attempts also failed due to heavy German artillery shelling (only one marine was picked up from the water). The Peterhof landing operation failed and all landing troops were cut off from the shore and surrounded. Some of them reached the Lower Gardens and fought until the bitter end, including hand-to-hand combat. The last pockets of resistance were destroyed on 7 October. Several dozen German Shepherd dogs were released into the gardens to find the hiding marines. Many of the wounded marines were bitten to death and several were captured. In 1980 a memorial was erected near the.(3) <image>Dormition Cathedral, Kharkiv. destroyed. However, by 1734 the church was restored.In 1770 dangerous cracks were found in the church walls that couldn’t be repaired. On May 14, 1771, a cornerstone for the new cathedral was laid. The design of the future building was inspired by the St Clement's Church in Moscow. In Spring 1778 the altar was consecrated in honor of Our Lady of Kazan, though the construction wasn’t completed yet. On September 27, 1780, it was reconsecrated in honor of Dormition. The ceremony was attended by the general Pyotr Rumyantsev.The cathedral was built when the pompous Baroque style was going out of.(4) <image>Dormition Cathedral, Kharkiv. fashion and was gradually replaced by classicism. The eclectic combination of those styles showed itself in the cathedral. It boasted a gilded icon screen, carved from limewood to Rastrelli's Rococo design, in Baroque fashion and at the same time the facades were reserved and strict.## 19th century.According to Filaret Gumilevsky, the free-standing Alexander Bell Tower was built in the aftermath of Napoleon's expulsion from Russia \"to express the people's gratitude to Alexander I\". The cornerstone was laid on August 2, 1821. The main altar was consecrated on November 5, 1833. On October 1, 1841, the gilded cross crafted by Moscow.(5) <image>Chesme Church. The Chesme Church (; full name \"Church of Saint John the Baptist at Chesme Palace\", also called the \"Church of the Nativity of St. John the Baptist\", ), is a small Russian Orthodox church at 12 Lensoveta Street, in Saint Petersburg, Russia. It was built by the Russian court architect Yury Felten in 1780, at the direction of Catherine the Great, Empress of Russia. A memorial church, it was erected adjacent to the Chesme Palace (: damaged during the Siege of Leningrad and restored in 1946) between Saint Petersburg and Tsarskoye Selo to commemorate the anniversary of Russia's 1770 victory.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00090595.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q225/Q2253418.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q125/Q1258473.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q238/Q2381859.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q238/Q2381859.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q163/Q1636756.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 3,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q225/Q2253418.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q125/Q1258473.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q238/Q2381859.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q238/Q2381859.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q163/Q1636756.jpg"
],
"candidate_texts": [
"Manezhnaya Square, Moscow. Communist authorities laid a foundation stone for a grandiose sculptural monument, which failed to materialize.In August 1991, Manezhnaya Square (its name by then restored) became a venue for great demonstrations celebrating the fall of Communism after the abortive Soviet coup attempt of 1991. More recently, it made the news in connection with riots following the Russia national football team's defeat at the 2002 FIFA World Cup. The place became a stage of rioting again in December 2010, when thousands of youth representing football fans and/or those who support nationalist slogans held a rally at Manezhnaya which turned violent. It made.",
"Peterhof Palace. landing troops. Evacuation attempts also failed due to heavy German artillery shelling (only one marine was picked up from the water). The Peterhof landing operation failed and all landing troops were cut off from the shore and surrounded. Some of them reached the Lower Gardens and fought until the bitter end, including hand-to-hand combat. The last pockets of resistance were destroyed on 7 October. Several dozen German Shepherd dogs were released into the gardens to find the hiding marines. Many of the wounded marines were bitten to death and several were captured. In 1980 a memorial was erected near the.",
"Dormition Cathedral, Kharkiv. destroyed. However, by 1734 the church was restored.In 1770 dangerous cracks were found in the church walls that couldn’t be repaired. On May 14, 1771, a cornerstone for the new cathedral was laid. The design of the future building was inspired by the St Clement's Church in Moscow. In Spring 1778 the altar was consecrated in honor of Our Lady of Kazan, though the construction wasn’t completed yet. On September 27, 1780, it was reconsecrated in honor of Dormition. The ceremony was attended by the general Pyotr Rumyantsev.The cathedral was built when the pompous Baroque style was going out of.",
"Dormition Cathedral, Kharkiv. fashion and was gradually replaced by classicism. The eclectic combination of those styles showed itself in the cathedral. It boasted a gilded icon screen, carved from limewood to Rastrelli's Rococo design, in Baroque fashion and at the same time the facades were reserved and strict.## 19th century.According to Filaret Gumilevsky, the free-standing Alexander Bell Tower was built in the aftermath of Napoleon's expulsion from Russia \"to express the people's gratitude to Alexander I\". The cornerstone was laid on August 2, 1821. The main altar was consecrated on November 5, 1833. On October 1, 1841, the gilded cross crafted by Moscow.",
"Chesme Church. The Chesme Church (; full name \"Church of Saint John the Baptist at Chesme Palace\", also called the \"Church of the Nativity of St. John the Baptist\", ), is a small Russian Orthodox church at 12 Lensoveta Street, in Saint Petersburg, Russia. It was built by the Russian court architect Yury Felten in 1780, at the direction of Catherine the Great, Empress of Russia. A memorial church, it was erected adjacent to the Chesme Palace (: damaged during the Siege of Leningrad and restored in 1946) between Saint Petersburg and Tsarskoye Selo to commemorate the anniversary of Russia's 1770 victory."
],
"ground_truth_position": 3,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00090595.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q225/Q2253418.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q125/Q1258473.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q238/Q2381859.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q238/Q2381859.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q163/Q1636756.jpg"
],
"num_candidates": 5,
"qid": "6:220516",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00090595.jpg",
"query_text": "What is the architectural style of this building?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Which road, railway or canal does this bridge carry?Candidates:(1) <image>Ambassador Bridge. untaxed fuel (the other is International Falls, Minnesota). Critics of the duty-free fuel operation objected that sixty cents from each U.S. gallon went not to paving Michigan's underfunded highways but instead directly to Matty Moroun.Operators of large trucks under the International Fuel Tax Agreement, which in theory should impose Ontario tax and partially refund Michigan tax on fuel purchased in Detroit and consumed on Ontario's Highway 401, may be disqualified for the Michigan IFTA refund, as the tax was never paid. In a 2012 lawsuit, the Michigan Department of Agriculture and Rural Development sued Moroun's company, Ammex, claiming it mislabeled.(2) <image>Mackinac Bridge. The Mackinac Bridge ( ) is a suspension bridge spanning the Straits of Mackinac, connecting the Upper and Lower peninsulas of the U.S. state of Michigan. Opened in 1957, the 26372 (ft) bridge (familiarly known as \"Big Mac\" and \"Mighty Mac\") is the world's 27th-longest main span and the longest suspension bridge between anchorages in the Western Hemisphere. The Mackinac Bridge is part of Interstate 75 (I-75) and the Lake Michigan and Huron components of the Great Lakes Circle Tour across the straits; it is also a segment of the U.S. North Country National Scenic Trail. The bridge connects the.(3) <image>Mackinac Bridge. The Mackinac Bridge ( ) is a suspension bridge spanning the Straits of Mackinac, connecting the Upper and Lower peninsulas of the U.S. state of Michigan. Opened in 1957, the 26372 (ft) bridge (familiarly known as \"Big Mac\" and \"Mighty Mac\") is the world's 27th-longest main span and the longest suspension bridge between anchorages in the Western Hemisphere. The Mackinac Bridge is part of Interstate 75 (I-75) and the Lake Michigan and Huron components of the Great Lakes Circle Tour across the straits; it is also a segment of the U.S. North Country National Scenic Trail. The bridge connects the.(4) <image>Mackinac Bridge. bridge on Interstate 75 (I-75). The US Highway 27 (US 27) designation was initially extended across the bridge. In November 1960, sections of I-75 freeway opened from Indian River north to the southern bridge approaches in Mackinaw City, and US 27 was removed from the bridge. It is one of only three segments of I-75 that are tolled, the others being the American half of the International Bridge near Sault Ste. Marie, Michigan, and Alligator Alley in Florida. The current toll is $4.00 for automobiles and $5.00 per axle for trucks. The Mackinac Bridge Authority raised the toll in 2007.(5) <image>Blue Water Bridge. Canada and the United States: Federal Bridge Corporation, a Crown corporation of the Government of Canada, is in charge of the Canadian side, while the Michigan Department of Transportation (MDOT) is in charge of the US side. A toll is charged to cross the bridges, which is used to pay for maintenance and operations.Together, the two bridges connect Chicago and the Midwestern United States with Toronto and the Northeastern United States, one of the four shortest routes of land travel between the US Midwest and Northeast. They are the second-busiest commercial crossing on the Canada–United States border, after the Ambassador.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00077481.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q125/Q12575.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q125/Q12568.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q125/Q12568.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q125/Q12568.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q885/Q885931.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q125/Q12575.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q125/Q12568.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q125/Q12568.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q125/Q12568.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q885/Q885931.jpg"
],
"candidate_texts": [
"Ambassador Bridge. untaxed fuel (the other is International Falls, Minnesota). Critics of the duty-free fuel operation objected that sixty cents from each U.S. gallon went not to paving Michigan's underfunded highways but instead directly to Matty Moroun.Operators of large trucks under the International Fuel Tax Agreement, which in theory should impose Ontario tax and partially refund Michigan tax on fuel purchased in Detroit and consumed on Ontario's Highway 401, may be disqualified for the Michigan IFTA refund, as the tax was never paid. In a 2012 lawsuit, the Michigan Department of Agriculture and Rural Development sued Moroun's company, Ammex, claiming it mislabeled.",
"Mackinac Bridge. The Mackinac Bridge ( ) is a suspension bridge spanning the Straits of Mackinac, connecting the Upper and Lower peninsulas of the U.S. state of Michigan. Opened in 1957, the 26372 (ft) bridge (familiarly known as \"Big Mac\" and \"Mighty Mac\") is the world's 27th-longest main span and the longest suspension bridge between anchorages in the Western Hemisphere. The Mackinac Bridge is part of Interstate 75 (I-75) and the Lake Michigan and Huron components of the Great Lakes Circle Tour across the straits; it is also a segment of the U.S. North Country National Scenic Trail. The bridge connects the.",
"Mackinac Bridge. The Mackinac Bridge ( ) is a suspension bridge spanning the Straits of Mackinac, connecting the Upper and Lower peninsulas of the U.S. state of Michigan. Opened in 1957, the 26372 (ft) bridge (familiarly known as \"Big Mac\" and \"Mighty Mac\") is the world's 27th-longest main span and the longest suspension bridge between anchorages in the Western Hemisphere. The Mackinac Bridge is part of Interstate 75 (I-75) and the Lake Michigan and Huron components of the Great Lakes Circle Tour across the straits; it is also a segment of the U.S. North Country National Scenic Trail. The bridge connects the.",
"Mackinac Bridge. bridge on Interstate 75 (I-75). The US Highway 27 (US 27) designation was initially extended across the bridge. In November 1960, sections of I-75 freeway opened from Indian River north to the southern bridge approaches in Mackinaw City, and US 27 was removed from the bridge. It is one of only three segments of I-75 that are tolled, the others being the American half of the International Bridge near Sault Ste. Marie, Michigan, and Alligator Alley in Florida. The current toll is $4.00 for automobiles and $5.00 per axle for trucks. The Mackinac Bridge Authority raised the toll in 2007.",
"Blue Water Bridge. Canada and the United States: Federal Bridge Corporation, a Crown corporation of the Government of Canada, is in charge of the Canadian side, while the Michigan Department of Transportation (MDOT) is in charge of the US side. A toll is charged to cross the bridges, which is used to pay for maintenance and operations.Together, the two bridges connect Chicago and the Midwestern United States with Toronto and the Northeastern United States, one of the four shortest routes of land travel between the US Midwest and Northeast. They are the second-busiest commercial crossing on the Canada–United States border, after the Ambassador."
],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00077481.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q125/Q12575.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q125/Q12568.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q125/Q12568.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q125/Q12568.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q885/Q885931.jpg"
],
"num_candidates": 5,
"qid": "6:272944",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00077481.jpg",
"query_text": "Which road, railway or canal does this bridge carry?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>What is the closest parent taxonomy of this animal?Candidates:(1) American alligator. they prefer fresh water, American alligators may sometimes wander into brackish water, but are less tolerant of salt water than American crocodiles, as the salt glands on their tongues do not function. One study of American alligators in north-central Florida found the males preferred open lake water during the spring, while females used both swampy and open-water areas. During summer, males still preferred open water, while females remained in the swamps to construct their nests and lay their eggs. Both sexes may den underneath banks or clumps of trees during the winter.In some areas of their range, American alligators are.(2) Grouper. Groupers are fish of any of a number of genera in the subfamily Epinephelinae of the family Serranidae, in the order Perciformes. Not all serranids are called \"groupers\"; the family also includes the sea basses. The common name \"grouper\" is usually given to fish in one of two large genera: Epinephelus and Mycteroperca. In addition, the species classified in the small genera Anyperidon, Cromileptes, Dermatolepis, Graciela, Saloptia, and Triso are also called \"groupers\". Fish in the genus Plectropomus are referred to as \"coral groupers\". These genera are all classified in the subfamily Epiphelinae. However, some of the hamlets (genus Alphestes),.(3) Grouper. Groupers are fish of any of a number of genera in the subfamily Epinephelinae of the family Serranidae, in the order Perciformes. Not all serranids are called \"groupers\"; the family also includes the sea basses. The common name \"grouper\" is usually given to fish in one of two large genera: Epinephelus and Mycteroperca. In addition, the species classified in the small genera Anyperidon, Cromileptes, Dermatolepis, Graciela, Saloptia, and Triso are also called \"groupers\". Fish in the genus Plectropomus are referred to as \"coral groupers\". These genera are all classified in the subfamily Epiphelinae. However, some of the hamlets (genus Alphestes),.(4) Tautog. The tautog (\"Tautoga onitis\"), also known as the blackfish, is a species of wrasse native to the western Atlantic Ocean from Nova Scotia to South Carolina. This species inhabits hard substrate habitats in inshore waters at depths from 1 to 75 (m). It is currently the only known member of its genus.Barlett (1848) wrote, \"[Tautaug] is a Native American word, and may be found in Roger Williams' \"Key to the Indian Language\".\" The name is from the Narragansett language, originally \"tautauog\" (pl. of \"taut\"). It is also called a \"black porgy\" (\"cf.\" Japanese black porgy), \"chub\" (\"cf.\" the freshwater chub),.(5) Reptile. their reproductive strategies, and that reptiles, birds, and mammals were united by the amniotic egg.The terms \"Sauropsida\" ('lizard faces') and \"Theropsida\" ('beast faces') were used again in 1916 by E.S. Goodrich to distinguish between lizards, birds, and their relatives on the one hand (Sauropsida) and mammals and their extinct relatives (Theropsida) on the other. Goodrich supported this division by the nature of the hearts and blood vessels in each group, and other features, such as the structure of the forebrain. According to Goodrich, both lineages evolved from an earlier stem group, Protosauria (\"first lizards\") in which he included some animals.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/01/oven_01990157.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"American alligator. they prefer fresh water, American alligators may sometimes wander into brackish water, but are less tolerant of salt water than American crocodiles, as the salt glands on their tongues do not function. One study of American alligators in north-central Florida found the males preferred open lake water during the spring, while females used both swampy and open-water areas. During summer, males still preferred open water, while females remained in the swamps to construct their nests and lay their eggs. Both sexes may den underneath banks or clumps of trees during the winter.In some areas of their range, American alligators are.",
"Grouper. Groupers are fish of any of a number of genera in the subfamily Epinephelinae of the family Serranidae, in the order Perciformes. Not all serranids are called \"groupers\"; the family also includes the sea basses. The common name \"grouper\" is usually given to fish in one of two large genera: Epinephelus and Mycteroperca. In addition, the species classified in the small genera Anyperidon, Cromileptes, Dermatolepis, Graciela, Saloptia, and Triso are also called \"groupers\". Fish in the genus Plectropomus are referred to as \"coral groupers\". These genera are all classified in the subfamily Epiphelinae. However, some of the hamlets (genus Alphestes),.",
"Grouper. Groupers are fish of any of a number of genera in the subfamily Epinephelinae of the family Serranidae, in the order Perciformes. Not all serranids are called \"groupers\"; the family also includes the sea basses. The common name \"grouper\" is usually given to fish in one of two large genera: Epinephelus and Mycteroperca. In addition, the species classified in the small genera Anyperidon, Cromileptes, Dermatolepis, Graciela, Saloptia, and Triso are also called \"groupers\". Fish in the genus Plectropomus are referred to as \"coral groupers\". These genera are all classified in the subfamily Epiphelinae. However, some of the hamlets (genus Alphestes),.",
"Tautog. The tautog (\"Tautoga onitis\"), also known as the blackfish, is a species of wrasse native to the western Atlantic Ocean from Nova Scotia to South Carolina. This species inhabits hard substrate habitats in inshore waters at depths from 1 to 75 (m). It is currently the only known member of its genus.Barlett (1848) wrote, \"[Tautaug] is a Native American word, and may be found in Roger Williams' \"Key to the Indian Language\".\" The name is from the Narragansett language, originally \"tautauog\" (pl. of \"taut\"). It is also called a \"black porgy\" (\"cf.\" Japanese black porgy), \"chub\" (\"cf.\" the freshwater chub),.",
"Reptile. their reproductive strategies, and that reptiles, birds, and mammals were united by the amniotic egg.The terms \"Sauropsida\" ('lizard faces') and \"Theropsida\" ('beast faces') were used again in 1916 by E.S. Goodrich to distinguish between lizards, birds, and their relatives on the one hand (Sauropsida) and mammals and their extinct relatives (Theropsida) on the other. Goodrich supported this division by the nature of the hearts and blood vessels in each group, and other features, such as the structure of the forebrain. According to Goodrich, both lineages evolved from an earlier stem group, Protosauria (\"first lizards\") in which he included some animals."
],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/01/oven_01990157.jpg"
],
"num_candidates": 5,
"qid": "6:213919",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/01/oven_01990157.jpg",
"query_text": "What is the closest parent taxonomy of this animal?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) Canadian Prime Minister Stephen Harper walks with US President Barack Obama during the G8 Summit at Lough Erne near Enniskillen Northern Ireland.(2) Democratic National Committee Chairman Tim Kaine walks with other officials from the Marine One helicopter on the South Lawn of the White House.(3) President Obama and UK Prime Minister David Cameron at the June 2013 G8 summit trailed by Russian president Vladimir Putin.(4) Obama welcomes Poroshenko to the White House.(5) President Obama shakes hands with Chinese President Xi Jinping after speaking during a state arrival ceremony for the Chinese president on the South Lawn of the White House.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0347/945.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"Canadian Prime Minister Stephen Harper walks with US President Barack Obama during the G8 Summit at Lough Erne near Enniskillen Northern Ireland.",
"Democratic National Committee Chairman Tim Kaine walks with other officials from the Marine One helicopter on the South Lawn of the White House.",
"President Obama and UK Prime Minister David Cameron at the June 2013 G8 summit trailed by Russian president Vladimir Putin.",
"Obama welcomes Poroshenko to the White House.",
"President Obama shakes hands with Chinese President Xi Jinping after speaking during a state arrival ceremony for the Chinese president on the South Lawn of the White House."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0347/945.jpg"
],
"num_candidates": 5,
"qid": "0:166730",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/usa_today/images/0347/945.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) Blue women's dress.(2) White pleated dress.(3) Multicolor short dress.(4) Multicolor longsleeved fitted dress.(5) Wool blend dress multicolor.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/mini_and_short_dresses/91379905/91379905_2.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 3,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"Blue women's dress.",
"White pleated dress.",
"Multicolor short dress.",
"Multicolor longsleeved fitted dress.",
"Wool blend dress multicolor."
],
"ground_truth_position": 3,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/mini_and_short_dresses/91379905/91379905_2.jpg"
],
"num_candidates": 5,
"qid": "1:11955",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/fashion200k_images/dresses/mini_and_short_dresses/91379905/91379905_2.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>What bird is presented in the image?Candidates:(1) Turnstone. (or just turnstone in Europe), \"Arenaria interpres\", has a circumpolar distribution, and is a very long distance migrant, wintering on coasts as far south as South Africa and Australia. It is thus a common sight on coasts almost everywhere in the world. It is one of the species to which the \"Agreement on the Conservation of African-Eurasian Migratory Waterbirds\" (AEWA) applies.In breeding plumage, this is a showy bird, with a black-and-white head, chestnut back, white underparts and red legs. The drabber winter plumage is basically brown above and white below. This is a generally tame bird and is an opportunist.(2) Ruff (bird). the species.The most important breeding populations in Europe, in Russia and Sweden are stable, and the breeding range in Norway has expanded to the south, but populations have more than halved in Finland, Estonia, Poland, Latvia and The Netherlands. Although the small populations in these countries are of limited overall significance, the decline is a continuation of trend towards range contraction that has occurred over the last two centuries. The drop in numbers in Europe has been attributed to drainage, increased fertiliser use, the loss of formerly mown or grazed breeding sites and over-hunting.Fossils from the Pleistocene suggest that this.(3) Ruff (bird). feather centres, and a strong buff tinge to the underparts.Adult male ruffs start to moult into the main display plumage before their return to the breeding areas, and the proportion of birds with head and neck decorations gradually increases through the spring. Second-year birds lag behind full adults in developing breeding plumage. They have a lower body mass and a slower weight increase than full adults, and perhaps the demands made on their energy reserves during the migration flight are the main reason of the delayed moult.Ruffs of both sexes have an additional moult stage between the winter and final.(4) Eurasian dotterel. The Eurasian dotterel (Charadrius morinellus), also known in Europe as just dotterel, is a small wader in the plover family of birds.The dotterel is a brown and black streaked bird with a broad white eye-stripe and an orange-red chest band when in breeding plumage. The female is more colourful than the male. The bird is tame and unsuspecting and the term \"dotterel\" has been applied contemptuously to mean an old fool.The Eurasian dotterel is a migratory species, breeding in northern Europe and Eurosiberia and migrating south to north Africa and the Middle East in the winter. It nests in a.(5) Ruff (bird). females mate with males of both main behavioural morphs more often than expected by chance. In lekking species, females can choose mates without risking the loss of support from males in nesting and rearing chicks, since the males take no part in raising the brood anyway. In the absence of this cost, if polyandry is advantageous, it would be expected to occur at a higher rate in lekking than among pair-bonded species.## Nesting and survival.The nest is a shallow ground scrape lined with grass leaves and stems, and concealed in marsh plants or tall grass up to 400 (m) from.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/01/oven_01459456.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 4,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"Turnstone. (or just turnstone in Europe), \"Arenaria interpres\", has a circumpolar distribution, and is a very long distance migrant, wintering on coasts as far south as South Africa and Australia. It is thus a common sight on coasts almost everywhere in the world. It is one of the species to which the \"Agreement on the Conservation of African-Eurasian Migratory Waterbirds\" (AEWA) applies.In breeding plumage, this is a showy bird, with a black-and-white head, chestnut back, white underparts and red legs. The drabber winter plumage is basically brown above and white below. This is a generally tame bird and is an opportunist.",
"Ruff (bird). the species.The most important breeding populations in Europe, in Russia and Sweden are stable, and the breeding range in Norway has expanded to the south, but populations have more than halved in Finland, Estonia, Poland, Latvia and The Netherlands. Although the small populations in these countries are of limited overall significance, the decline is a continuation of trend towards range contraction that has occurred over the last two centuries. The drop in numbers in Europe has been attributed to drainage, increased fertiliser use, the loss of formerly mown or grazed breeding sites and over-hunting.Fossils from the Pleistocene suggest that this.",
"Ruff (bird). feather centres, and a strong buff tinge to the underparts.Adult male ruffs start to moult into the main display plumage before their return to the breeding areas, and the proportion of birds with head and neck decorations gradually increases through the spring. Second-year birds lag behind full adults in developing breeding plumage. They have a lower body mass and a slower weight increase than full adults, and perhaps the demands made on their energy reserves during the migration flight are the main reason of the delayed moult.Ruffs of both sexes have an additional moult stage between the winter and final.",
"Eurasian dotterel. The Eurasian dotterel (Charadrius morinellus), also known in Europe as just dotterel, is a small wader in the plover family of birds.The dotterel is a brown and black streaked bird with a broad white eye-stripe and an orange-red chest band when in breeding plumage. The female is more colourful than the male. The bird is tame and unsuspecting and the term \"dotterel\" has been applied contemptuously to mean an old fool.The Eurasian dotterel is a migratory species, breeding in northern Europe and Eurosiberia and migrating south to north Africa and the Middle East in the winter. It nests in a.",
"Ruff (bird). females mate with males of both main behavioural morphs more often than expected by chance. In lekking species, females can choose mates without risking the loss of support from males in nesting and rearing chicks, since the males take no part in raising the brood anyway. In the absence of this cost, if polyandry is advantageous, it would be expected to occur at a higher rate in lekking than among pair-bonded species.## Nesting and survival.The nest is a shallow ground scrape lined with grass leaves and stems, and concealed in marsh plants or tall grass up to 400 (m) from."
],
"ground_truth_position": 4,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/01/oven_01459456.jpg"
],
"num_candidates": 5,
"qid": "5:165879",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/01/oven_01459456.jpg",
"query_text": "What bird is presented in the image?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) <image>(2) <image>(3) <image>(4) <image>(5) <image>\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/074/934.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/062/504_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/074/934_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/028/139_1.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/078/924_0.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/000/725_1.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 2,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/062/504_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/074/934_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/028/139_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/078/924_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/000/725_1.jpg"
],
"candidate_texts": [],
"ground_truth_position": 2,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/074/934.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/062/504_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/074/934_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/028/139_1.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/078/924_0.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/distort/000/725_1.jpg"
],
"num_candidates": 5,
"qid": "4:11905",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/nights_images/ref/074/934.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>Candidates:(1) Kennedy Center honorees latenight TV host David Letterman left and actor Dustin Hoffman smile during the Kennedy Center Honors reception.(2) Jonathan Winters takes one on the chin from his It s a Mad Mad Mad Mad World cast mate Micky Rooney left and Jonathan before the screening of their film at The Last 70mm Film Festival presented by the Academy of Motion Picture Arts and Sciences July 9 2012 Beverly Hills.(3) Former secretary of state Henry Kissinger and his wife Nancy Kissinger.(4) Comedian Jay Leno hosted the dinner again in 2010 marking four years as host for four presidents.(5) Kennedy Center Honorees pose with their medallions during group picture at the State Department dinner in their honor Honoree Robert DeNiro reaches down to shake the hand of honoree Dave Brubeck as fellow honoree Bruce Springsteen looks on.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0473/438.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 5,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"Kennedy Center honorees latenight TV host David Letterman left and actor Dustin Hoffman smile during the Kennedy Center Honors reception.",
"Jonathan Winters takes one on the chin from his It s a Mad Mad Mad Mad World cast mate Micky Rooney left and Jonathan before the screening of their film at The Last 70mm Film Festival presented by the Academy of Motion Picture Arts and Sciences July 9 2012 Beverly Hills.",
"Former secretary of state Henry Kissinger and his wife Nancy Kissinger.",
"Comedian Jay Leno hosted the dinner again in 2010 marking four years as host for four presidents.",
"Kennedy Center Honorees pose with their medallions during group picture at the State Department dinner in their honor Honoree Robert DeNiro reaches down to shake the hand of honoree Dave Brubeck as fellow honoree Bruce Springsteen looks on."
],
"ground_truth_position": 5,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0473/438.jpg"
],
"num_candidates": 5,
"qid": "0:40161",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/visualnews_images/washington_post/images/0473/438.jpg",
"query_text": ""
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>What is this car called?Candidates:(1) <image>Daewoo Nubira. design later seen reflected by the Lexus ES350 and 2004 Mitsubishi Diamante.International market Nubiras had a choice of a Daewoo \"E-Tech\" 1.3,\"E-Tech\" 1.6, or Holden 1.8 or 2.0-litre inline-four gasoline engines: no diesel version was ever offered, although the Worthing Technical Centre installed Renault's F8 1.9-litre engine in a small number of test vehicles, under a development programme known as J151.The Nubira was also briefly produced from CKD kits on Taganrog, Russia TagAZ factory; it was marketed as the Doninvest Orion by the Russian automaker Doninvest. Until 2008, Daewoo Nubira was produced in Romania in a former Daewoo factory which.(2) <image>Daewoo Nubira. (facelift) was released for the model year 2000. Over 90 improvements were made by Daewoo's Worthing Technical Centre in the United Kingdom, including an increase in passenger space and a decrease in noise, harshness and vibration (by adding a fourth engine mount and retuning the intake resonators for example). Offset crash performance was further improved in the second generation, as demonstrated by Australian ANCAP tests, though it fell well short of exemplary performance. The exterior was reworked, including the revamped front, a more angular rear and door mirrors creating a more dynamic upright and swept look of the era, a.(3) <image>Daewoo Nubira. Daewoo Nubira is a compact car which was produced by the South Korean automaker Daewoo from 1997 to 2002 as a 4-door sedan, 5-door hatchback and a 5-door station wagon.## Development.The Daewoo Nubira (J100 platform) was released in 1997 reflecting Daewoo's new found design and manufacturing process. Production took under 30 months by ex-Porsche and BMW engineering chief Dr. Ulrich Bez (later of Aston Martin), with Daewoo's growing in-house R&D network in Korea, Worthing and Munich collaborating with the world's best engineering consultancies. Styling was done by I.DE.A Institute in Italy, and other companies involved in the development programme included.(4) <image>Daewoo Nubira. Ricardo and GM Holden. Built in Kunsan, South Korea in a factory equipped with sophisticated laser-guided robots, it was developed as a replacement. People weren't entirely sure what was the replacement, but Daewoo said that not only did it replace the lower and medium specification of the Espero, but also those at the upper end line-up of the Nexia.## Overview.The name Nubira (누비라) is the command form of the Korean verb Nubida (누비다), meaning to crisscross. Thus the name was chosen to convey the aspiration that this car would be seen crisscrossing every corner of the globe.The Nubira II (J150).(5) <image>Daewoo Nubira. Daewoo Nubira is a compact car which was produced by the South Korean automaker Daewoo from 1997 to 2002 as a 4-door sedan, 5-door hatchback and a 5-door station wagon.## Development.The Daewoo Nubira (J100 platform) was released in 1997 reflecting Daewoo's new found design and manufacturing process. Production took under 30 months by ex-Porsche and BMW engineering chief Dr. Ulrich Bez (later of Aston Martin), with Daewoo's growing in-house R&D network in Korea, Worthing and Munich collaborating with the world's best engineering consultancies. Styling was done by I.DE.A Institute in Italy, and other companies involved in the development programme included.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00009261.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q482/Q482830.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q482/Q482830.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q482/Q482830.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q482/Q482830.jpg"
},
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q482/Q482830.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q482/Q482830.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q482/Q482830.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q482/Q482830.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q482/Q482830.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q482/Q482830.jpg"
],
"candidate_texts": [
"Daewoo Nubira. design later seen reflected by the Lexus ES350 and 2004 Mitsubishi Diamante.International market Nubiras had a choice of a Daewoo \"E-Tech\" 1.3,\"E-Tech\" 1.6, or Holden 1.8 or 2.0-litre inline-four gasoline engines: no diesel version was ever offered, although the Worthing Technical Centre installed Renault's F8 1.9-litre engine in a small number of test vehicles, under a development programme known as J151.The Nubira was also briefly produced from CKD kits on Taganrog, Russia TagAZ factory; it was marketed as the Doninvest Orion by the Russian automaker Doninvest. Until 2008, Daewoo Nubira was produced in Romania in a former Daewoo factory which.",
"Daewoo Nubira. (facelift) was released for the model year 2000. Over 90 improvements were made by Daewoo's Worthing Technical Centre in the United Kingdom, including an increase in passenger space and a decrease in noise, harshness and vibration (by adding a fourth engine mount and retuning the intake resonators for example). Offset crash performance was further improved in the second generation, as demonstrated by Australian ANCAP tests, though it fell well short of exemplary performance. The exterior was reworked, including the revamped front, a more angular rear and door mirrors creating a more dynamic upright and swept look of the era, a.",
"Daewoo Nubira. Daewoo Nubira is a compact car which was produced by the South Korean automaker Daewoo from 1997 to 2002 as a 4-door sedan, 5-door hatchback and a 5-door station wagon.## Development.The Daewoo Nubira (J100 platform) was released in 1997 reflecting Daewoo's new found design and manufacturing process. Production took under 30 months by ex-Porsche and BMW engineering chief Dr. Ulrich Bez (later of Aston Martin), with Daewoo's growing in-house R&D network in Korea, Worthing and Munich collaborating with the world's best engineering consultancies. Styling was done by I.DE.A Institute in Italy, and other companies involved in the development programme included.",
"Daewoo Nubira. Ricardo and GM Holden. Built in Kunsan, South Korea in a factory equipped with sophisticated laser-guided robots, it was developed as a replacement. People weren't entirely sure what was the replacement, but Daewoo said that not only did it replace the lower and medium specification of the Espero, but also those at the upper end line-up of the Nexia.## Overview.The name Nubira (누비라) is the command form of the Korean verb Nubida (누비다), meaning to crisscross. Thus the name was chosen to convey the aspiration that this car would be seen crisscrossing every corner of the globe.The Nubira II (J150).",
"Daewoo Nubira. Daewoo Nubira is a compact car which was produced by the South Korean automaker Daewoo from 1997 to 2002 as a 4-door sedan, 5-door hatchback and a 5-door station wagon.## Development.The Daewoo Nubira (J100 platform) was released in 1997 reflecting Daewoo's new found design and manufacturing process. Production took under 30 months by ex-Porsche and BMW engineering chief Dr. Ulrich Bez (later of Aston Martin), with Daewoo's growing in-house R&D network in Korea, Worthing and Munich collaborating with the world's best engineering consultancies. Styling was done by I.DE.A Institute in Italy, and other companies involved in the development programme included."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00009261.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q482/Q482830.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q482/Q482830.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q482/Q482830.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q482/Q482830.jpg",
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/wikipedia_images_full/Q482/Q482830.jpg"
],
"num_candidates": 5,
"qid": "5:6353",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/00/oven_00009261.jpg",
"query_text": "What is this car called?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:<image>What is the source that produces this food?Candidates:(1) Scallion. Scallions (also known as spring onions or green onions) are vegetables derived from various species in the genus \"Allium\". Scallions generally have a milder taste than most onions and their close relatives include garlic, shallot, leek, chive, and Chinese onions.Although the bulbs of many \"Allium\" species are used as food, the defining characteristic of scallion species is that they lack a fully developed bulb. Instead the \"Allium\" species referred to as scallions make use of the hollow, tubular green leaves growing directly from the bulb. These leaves are used as a vegetable and can be eaten either raw or cooked.(2) Scallion. Scallions (also known as spring onions or green onions) are vegetables derived from various species in the genus \"Allium\". Scallions generally have a milder taste than most onions and their close relatives include garlic, shallot, leek, chive, and Chinese onions.Although the bulbs of many \"Allium\" species are used as food, the defining characteristic of scallion species is that they lack a fully developed bulb. Instead the \"Allium\" species referred to as scallions make use of the hollow, tubular green leaves growing directly from the bulb. These leaves are used as a vegetable and can be eaten either raw or cooked.(3) Scallion. oil that is then used as a garnish. \"Allium tricoccum\" Chives Leek Onion Shallot.(4) Rice. short-grained Sona Masuri (also called as Bangaru theegalu). In the state of Tamil Nadu, the most prized cultivar is \"ponni\" which is primarily grown in the delta regions of the Kaveri River. Kaveri is also referred to as ponni in the South and the name reflects the geographic region where it is grown. In the Western Indian state of Maharashtra, a short grain variety called Ambemohar is very popular. This rice has a characteristic fragrance of Mango blossom.Aromatic rices have definite aromas and flavors; the most noted cultivars are Thai fragrant rice, Basmati, Patna rice, Vietnamese fragrant rice, and a.(5) Carambola. cooked or made into relishes, preserves, garnish, and juices.## Origins and distribution.The center of diversity and the original range of \"Averrhoa carambola\" is tropical Southeast Asia, where it has been cultivated over centuries. It was introduced to the Indian Subcontinent and Sri Lanka by Austronesian traders, along with ancient Austronesian cultigens like coconuts, langsat, noni, and santol. They remain common in those areas and in East Asia and throughout Oceania and the Pacific Islands. They are cultivated commercially in India, Southeast Asia, southern China, Taiwan, and the southern United States. They are also grown in Central America, South America, and.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[
{
"image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/04/oven_04144082.jpg"
}
] |
multimodal_reranking
|
{
"ground_truth": 1,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"Scallion. Scallions (also known as spring onions or green onions) are vegetables derived from various species in the genus \"Allium\". Scallions generally have a milder taste than most onions and their close relatives include garlic, shallot, leek, chive, and Chinese onions.Although the bulbs of many \"Allium\" species are used as food, the defining characteristic of scallion species is that they lack a fully developed bulb. Instead the \"Allium\" species referred to as scallions make use of the hollow, tubular green leaves growing directly from the bulb. These leaves are used as a vegetable and can be eaten either raw or cooked.",
"Scallion. Scallions (also known as spring onions or green onions) are vegetables derived from various species in the genus \"Allium\". Scallions generally have a milder taste than most onions and their close relatives include garlic, shallot, leek, chive, and Chinese onions.Although the bulbs of many \"Allium\" species are used as food, the defining characteristic of scallion species is that they lack a fully developed bulb. Instead the \"Allium\" species referred to as scallions make use of the hollow, tubular green leaves growing directly from the bulb. These leaves are used as a vegetable and can be eaten either raw or cooked.",
"Scallion. oil that is then used as a garnish. \"Allium tricoccum\" Chives Leek Onion Shallot.",
"Rice. short-grained Sona Masuri (also called as Bangaru theegalu). In the state of Tamil Nadu, the most prized cultivar is \"ponni\" which is primarily grown in the delta regions of the Kaveri River. Kaveri is also referred to as ponni in the South and the name reflects the geographic region where it is grown. In the Western Indian state of Maharashtra, a short grain variety called Ambemohar is very popular. This rice has a characteristic fragrance of Mango blossom.Aromatic rices have definite aromas and flavors; the most noted cultivars are Thai fragrant rice, Basmati, Patna rice, Vietnamese fragrant rice, and a.",
"Carambola. cooked or made into relishes, preserves, garnish, and juices.## Origins and distribution.The center of diversity and the original range of \"Averrhoa carambola\" is tropical Southeast Asia, where it has been cultivated over centuries. It was introduced to the Indian Subcontinent and Sri Lanka by Austronesian traders, along with ancient Austronesian cultigens like coconuts, langsat, noni, and santol. They remain common in those areas and in East Asia and throughout Oceania and the Pacific Islands. They are cultivated commercially in India, Southeast Asia, southern China, Taiwan, and the southern United States. They are also grown in Central America, South America, and."
],
"ground_truth_position": 1,
"images": [
"/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/04/oven_04144082.jpg"
],
"num_candidates": 5,
"qid": "6:64708",
"query_image": "/remote-home1/hxzhuang/cdy/LamRA/data/mbeir_images/oven_images/04/oven_04144082.jpg",
"query_text": "What is the source that produces this food?"
}
|
lamra_rerank
|
[
{
"content": "You are a helpful assistant for multimodal retrieval tasks.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"crop_image\", \"description\": \"Zoom in on the image based on the bounding box coordinates.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"bbox_2d\": {\"type\": \"array\", \"description\": \"coordinates for bounding box of the area you want to zoom in. minimum value is 0 and maximum value is the width/height of the image.\", \"items\": {\"type\": \"number\"}}, \"target_image\": {\"type\": \"number\", \"description\": \"The index of the image to crop. Index from 1 to the number of images. Choose 1 to operate on original image.\"}}, \"required\": [\"bbox_2d\", \"target_image\"]}}\n{\"type\": \"function\", \"function\": {\"name\": \"select_images\", \"description\": \"Select exactly one candidate image for detailed analysis from the provided candidate list.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"target_images\": {\"type\": \"array\", \"description\": \"List containing exactly one candidate image index to select for detailed analysis (e.g., [3] to select candidate 3).\", \"items\": {\"type\": \"integer\", \"description\": \"Candidate image index from 1 to the number of candidates.\"}, \"minItems\": 1, \"maxItems\": 1}}, \"required\": [\"target_images\"]}}}\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>",
"role": "system"
},
{
"content": "Query:Thomas Dewey won a state with 49.23% of the popular vote running in an election where he what?Candidates:(1) Kentucky was won by incumbent President Harry S. Truman ( D – Missouri ), running with Senator Alben W. Barkley, with 56.74 percent of the popular vote, against Governor Thomas Dewey ( R – New York ), running with Governor Earl Warren, with 41.48 percent of the popular vote.(2) The 1944 United States presidential election in Arizona took place on November 7, 1944, as part of the 1944 United States presidential election.(3) Michigan was won by Governor Thomas Dewey ( R – New York ), running with Governor Earl Warren, with 49.23% of the popular vote, against incumbent President Harry S. Truman ( D – Missouri ), running with Senator Alben W. Barkley, with 47.57% of the popular vote.(4) Nationally, the election was the greatest election upset in American history; nearly every prediction forecast that Truman would be defeated by Dewey, but in the end, Truman won the election with 303 electoral votes and a comfortable 4.5% lead over Dewey in the popular vote.(5) Arizona was won by incumbent President Franklin D. Roosevelt ( D – New York ), running with Senator Harry S. Truman, with 58.80% of the popular vote, against Governor Thomas Dewey ( R – New York ), running with Governor John W. Bricker, with 40.90% of the popular vote.\n\nGuidelines: You are given a query (which can be text, image, or both) and multiple candidate items (which can be text, image, or both). Your task is to evaluate each candidate against the query and select the best match. Determine if it is beneficial to employ the given visual operations (tools). You can use the following tools:\n1. `crop_image`: Zoom in on specific areas of the query image or selected candidate images for detailed analysis\n2. `select_images`: Select specific candidate images from the provided list for detailed comparison\n\nAnalyze the visual and textual features step by step and provide your final answer in the format:\n<think>Your reasoning process here</think><answer>Directly answer with the most matching number</answer>",
"role": "user"
}
] |
[] |
multimodal_reranking
|
{
"ground_truth": 3,
"style": "rule"
}
|
{
"candidate_images": [],
"candidate_texts": [
"Kentucky was won by incumbent President Harry S. Truman ( D – Missouri ), running with Senator Alben W. Barkley, with 56.74 percent of the popular vote, against Governor Thomas Dewey ( R – New York ), running with Governor Earl Warren, with 41.48 percent of the popular vote.",
"The 1944 United States presidential election in Arizona took place on November 7, 1944, as part of the 1944 United States presidential election.",
"Michigan was won by Governor Thomas Dewey ( R – New York ), running with Governor Earl Warren, with 49.23% of the popular vote, against incumbent President Harry S. Truman ( D – Missouri ), running with Senator Alben W. Barkley, with 47.57% of the popular vote.",
"Nationally, the election was the greatest election upset in American history; nearly every prediction forecast that Truman would be defeated by Dewey, but in the end, Truman won the election with 303 electoral votes and a comfortable 4.5% lead over Dewey in the popular vote.",
"Arizona was won by incumbent President Franklin D. Roosevelt ( D – New York ), running with Senator Harry S. Truman, with 58.80% of the popular vote, against Governor Thomas Dewey ( R – New York ), running with Governor John W. Bricker, with 40.90% of the popular vote."
],
"ground_truth_position": 3,
"images": [],
"num_candidates": 5,
"qid": "2:29715",
"query_image": null,
"query_text": "Thomas Dewey won a state with 49.23% of the popular vote running in an election where he what?"
}
|
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