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"name": "MaRVL",
"release_date": "2021-09-29",
"subsets": {
"main": {
"language": [
"en"
],
"modalities": [
"multi_image_interleave"
],
"task_type": "vqa",
"prompt_template": "<image><image>Statement: {{ question }}\nIs the statement True or False based on the two images? Answer with only \"True\" or \"False\".",
"mapping_from_source": {
"media": {
"from": "images",
"type": "list",
"min_items": 2,
"max_items": 2
},
"id": {
"from": "id"
},
"question": {
"from": "hypothesis"
},
"answer": {
"from": "label",
"optional": true
},
"extra": {
"hypothesis_en": {
"from": "hypothesis_en"
},
"language": {
"from": "language"
},
"chapter": {
"from": "chapter"
},
"concept": {
"from": "concept"
},
"left_img_id": {
"from": "left_img_id"
},
"right_img_id": {
"from": "right_img_id"
}
},
"source": {
"format": "huggingface",
"url": {
"id": "https://huggingface.co/datasets/floschne/marvl",
"sw": "https://huggingface.co/datasets/floschne/marvl",
"ta": "https://huggingface.co/datasets/floschne/marvl",
"tr": "https://huggingface.co/datasets/floschne/marvl",
"zh": "https://huggingface.co/datasets/floschne/marvl"
}
}
},
"prompt_template_source": {
"origin": "official",
"reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/marvl/utils.py (marvl_doc_to_text — two images + Statement: + Is the statement True or False...)",
"notes": "Tier 4: lmms-eval MaRVL canonical evaluation prompt (multilingual True/False reasoning)."
}
}
}
} |