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."
}
|
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