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"name": "MMEvalPro",
"release_date": "2024-07-01",
"subsets": {
"main": {
"language": [
"en"
],
"modalities": [
"single_image_start"
],
"task_type": "multiple_choice_vqa",
"prompt_template": "<image>{% if hint %}Hint: {{ hint }}\n{% endif %}Question: {{ question }}\nOptions:\n{% for k, v in options.items() %}{{ k }}. {{ v }}\n{% endfor %}Please select the correct answer from the options above. ",
"mapping_from_source": {
"media": {
"from": "image",
"type": "list",
"min_items": 1,
"max_items": 1
},
"id": {
"from": "index"
},
"question": {
"from": "question"
},
"answer": {
"from": "answer",
"optional": true
},
"options": {
"from": "choices",
"optional": true,
"note": "list source values are normalized to {A,B,...} dict"
},
"extra": {
"source": {
"from": "source"
},
"question_category": {
"from": "question_category"
},
"eval_type": {
"from": "eval_type"
}
},
"source": {
"format": "huggingface",
"url": {
"test": "https://huggingface.co/datasets/MM-Diagnose/MMEvalPro"
}
}
},
"prompt_template_source": {
"origin": "official",
"reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/mmevalpro/utils.py (mmevalpro_doc_to_text — VLMEvalKit T3 canonical MCQ)",
"notes": "Tier 4: lmms-eval MMEvalPro canonical evaluation prompt (VLMEvalKit T3 form)."
}
}
}
} |