CMMMU / metadata.json
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Tighten prompt_template_source.notes: explicit 5-tier classification per 2026-06-01 priority rules
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{
"name": "CMMMU",
"release_date": "2024-01-22",
"subsets": {
"art_and_design": {
"language": [
"en"
],
"modalities": [
"multi_image_interleave"
],
"task_type": "multiple_choice_vqa",
"prompt_template": "{{ question }}{% if options %}\n{% for k, v in options.items() %}{{ k }}. {{ v }}\n{% endfor %}Answer with the option's letter from the given choices directly.{% else %}\nAnswer the question using a single word or phrase.{% endif %}",
"mapping_from_source": {
"media": {
"from": "images",
"type": "list",
"min_items": 1,
"max_items": 1
},
"id": {
"from": "id"
},
"question": {
"from": "question"
},
"answer": {
"from": "answer",
"optional": true
},
"options": {
"from": "options",
"optional": true,
"note": "list source values are normalized to {A,B,...} dict"
},
"extra": {
"subject": {
"from": "subject"
},
"type": {
"from": "type"
},
"category": {
"from": "category"
},
"subcategory": {
"from": "subcategory"
},
"subfield": {
"from": "subfield"
},
"difficulty_level": {
"from": "difficulty_level"
},
"analysis": {
"from": "analysis"
},
"n_images": {
"from": "n_images"
}
},
"source": {
"format": "huggingface",
"url": {
"dev": "https://huggingface.co/datasets/m-a-p/CMMMU",
"val": "https://huggingface.co/datasets/m-a-p/CMMMU",
"test": "https://huggingface.co/datasets/m-a-p/CMMMU"
}
}
},
"prompt_template_source": {
"origin": "official",
"reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/cmmmu/utils.py (cmmmu construct_prompt; Chinese task_instructions preamble + 'A./B./...' options + 'Answer with the option's letter from the given choices directly.' trailer)",
"notes": "Tier 4: lmms-eval CMMMU canonical eval prompt — used by the authors-recommended evaluation framework for CMMMU (Chinese MMMU)."
}
},
"business": {
"language": [
"en"
],
"modalities": [
"multi_image_interleave"
],
"task_type": "multiple_choice_vqa",
"prompt_template": "{{ question }}{% if options %}\n{% for k, v in options.items() %}{{ k }}. {{ v }}\n{% endfor %}Answer with the option's letter from the given choices directly.{% else %}\nAnswer the question using a single word or phrase.{% endif %}",
"mapping_from_source": {
"media": {
"from": "images",
"type": "list",
"min_items": 1,
"max_items": 1
},
"id": {
"from": "id"
},
"question": {
"from": "question"
},
"answer": {
"from": "answer",
"optional": true
},
"options": {
"from": "options",
"optional": true,
"note": "list source values are normalized to {A,B,...} dict"
},
"extra": {
"subject": {
"from": "subject"
},
"type": {
"from": "type"
},
"category": {
"from": "category"
},
"subcategory": {
"from": "subcategory"
},
"subfield": {
"from": "subfield"
},
"difficulty_level": {
"from": "difficulty_level"
},
"analysis": {
"from": "analysis"
},
"n_images": {
"from": "n_images"
}
},
"source": {
"format": "huggingface",
"url": {
"dev": "https://huggingface.co/datasets/m-a-p/CMMMU",
"val": "https://huggingface.co/datasets/m-a-p/CMMMU",
"test": "https://huggingface.co/datasets/m-a-p/CMMMU"
}
}
},
"prompt_template_source": {
"origin": "official",
"reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/cmmmu/utils.py (cmmmu construct_prompt; Chinese task_instructions preamble + 'A./B./...' options + 'Answer with the option's letter from the given choices directly.' trailer)",
"notes": "Tier 4: lmms-eval CMMMU canonical eval prompt — used by the authors-recommended evaluation framework for CMMMU (Chinese MMMU)."
}
},
"health_and_medicine": {
"language": [
"en"
],
"modalities": [
"multi_image_interleave"
],
"task_type": "multiple_choice_vqa",
"prompt_template": "{{ question }}{% if options %}\n{% for k, v in options.items() %}{{ k }}. {{ v }}\n{% endfor %}Answer with the option's letter from the given choices directly.{% else %}\nAnswer the question using a single word or phrase.{% endif %}",
"mapping_from_source": {
"media": {
"from": "images",
"type": "list",
"min_items": 1,
"max_items": 1
},
"id": {
"from": "id"
},
"question": {
"from": "question"
},
"answer": {
"from": "answer",
"optional": true
},
"options": {
"from": "options",
"optional": true,
"note": "list source values are normalized to {A,B,...} dict"
},
"extra": {
"subject": {
"from": "subject"
},
"type": {
"from": "type"
},
"category": {
"from": "category"
},
"subcategory": {
"from": "subcategory"
},
"subfield": {
"from": "subfield"
},
"difficulty_level": {
"from": "difficulty_level"
},
"analysis": {
"from": "analysis"
},
"n_images": {
"from": "n_images"
}
},
"source": {
"format": "huggingface",
"url": {
"dev": "https://huggingface.co/datasets/m-a-p/CMMMU",
"val": "https://huggingface.co/datasets/m-a-p/CMMMU",
"test": "https://huggingface.co/datasets/m-a-p/CMMMU"
}
}
},
"prompt_template_source": {
"origin": "official",
"reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/cmmmu/utils.py (cmmmu construct_prompt; Chinese task_instructions preamble + 'A./B./...' options + 'Answer with the option's letter from the given choices directly.' trailer)",
"notes": "Tier 4: lmms-eval CMMMU canonical eval prompt — used by the authors-recommended evaluation framework for CMMMU (Chinese MMMU)."
}
},
"humanities_and_social_sciences": {
"language": [
"en"
],
"modalities": [
"multi_image_interleave"
],
"task_type": "multiple_choice_vqa",
"prompt_template": "{{ question }}{% if options %}\n{% for k, v in options.items() %}{{ k }}. {{ v }}\n{% endfor %}Answer with the option's letter from the given choices directly.{% else %}\nAnswer the question using a single word or phrase.{% endif %}",
"mapping_from_source": {
"media": {
"from": "images",
"type": "list",
"min_items": 1,
"max_items": 1
},
"id": {
"from": "id"
},
"question": {
"from": "question"
},
"answer": {
"from": "answer",
"optional": true
},
"options": {
"from": "options",
"optional": true,
"note": "list source values are normalized to {A,B,...} dict"
},
"extra": {
"subject": {
"from": "subject"
},
"type": {
"from": "type"
},
"category": {
"from": "category"
},
"subcategory": {
"from": "subcategory"
},
"subfield": {
"from": "subfield"
},
"difficulty_level": {
"from": "difficulty_level"
},
"analysis": {
"from": "analysis"
},
"n_images": {
"from": "n_images"
}
},
"source": {
"format": "huggingface",
"url": {
"dev": "https://huggingface.co/datasets/m-a-p/CMMMU",
"val": "https://huggingface.co/datasets/m-a-p/CMMMU",
"test": "https://huggingface.co/datasets/m-a-p/CMMMU"
}
}
},
"prompt_template_source": {
"origin": "official",
"reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/cmmmu/utils.py (cmmmu construct_prompt; Chinese task_instructions preamble + 'A./B./...' options + 'Answer with the option's letter from the given choices directly.' trailer)",
"notes": "Tier 4: lmms-eval CMMMU canonical eval prompt — used by the authors-recommended evaluation framework for CMMMU (Chinese MMMU)."
}
},
"science": {
"language": [
"en"
],
"modalities": [
"multi_image_interleave"
],
"task_type": "multiple_choice_vqa",
"prompt_template": "{{ question }}{% if options %}\n{% for k, v in options.items() %}{{ k }}. {{ v }}\n{% endfor %}Answer with the option's letter from the given choices directly.{% else %}\nAnswer the question using a single word or phrase.{% endif %}",
"mapping_from_source": {
"media": {
"from": "images",
"type": "list",
"min_items": 1,
"max_items": 1
},
"id": {
"from": "id"
},
"question": {
"from": "question"
},
"answer": {
"from": "answer",
"optional": true
},
"options": {
"from": "options",
"optional": true,
"note": "list source values are normalized to {A,B,...} dict"
},
"extra": {
"subject": {
"from": "subject"
},
"type": {
"from": "type"
},
"category": {
"from": "category"
},
"subcategory": {
"from": "subcategory"
},
"subfield": {
"from": "subfield"
},
"difficulty_level": {
"from": "difficulty_level"
},
"analysis": {
"from": "analysis"
},
"n_images": {
"from": "n_images"
}
},
"source": {
"format": "huggingface",
"url": {
"dev": "https://huggingface.co/datasets/m-a-p/CMMMU",
"val": "https://huggingface.co/datasets/m-a-p/CMMMU",
"test": "https://huggingface.co/datasets/m-a-p/CMMMU"
}
}
},
"prompt_template_source": {
"origin": "official",
"reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/cmmmu/utils.py (cmmmu construct_prompt; Chinese task_instructions preamble + 'A./B./...' options + 'Answer with the option's letter from the given choices directly.' trailer)",
"notes": "Tier 4: lmms-eval CMMMU canonical eval prompt — used by the authors-recommended evaluation framework for CMMMU (Chinese MMMU)."
}
},
"technology_and_engineering": {
"language": [
"en"
],
"modalities": [
"multi_image_interleave"
],
"task_type": "multiple_choice_vqa",
"prompt_template": "{{ question }}{% if options %}\n{% for k, v in options.items() %}{{ k }}. {{ v }}\n{% endfor %}Answer with the option's letter from the given choices directly.{% else %}\nAnswer the question using a single word or phrase.{% endif %}",
"mapping_from_source": {
"media": {
"from": "images",
"type": "list",
"min_items": 1,
"max_items": 1
},
"id": {
"from": "id"
},
"question": {
"from": "question"
},
"answer": {
"from": "answer",
"optional": true
},
"options": {
"from": "options",
"optional": true,
"note": "list source values are normalized to {A,B,...} dict"
},
"extra": {
"subject": {
"from": "subject"
},
"type": {
"from": "type"
},
"category": {
"from": "category"
},
"subcategory": {
"from": "subcategory"
},
"subfield": {
"from": "subfield"
},
"difficulty_level": {
"from": "difficulty_level"
},
"analysis": {
"from": "analysis"
},
"n_images": {
"from": "n_images"
}
},
"source": {
"format": "huggingface",
"url": {
"dev": "https://huggingface.co/datasets/m-a-p/CMMMU",
"val": "https://huggingface.co/datasets/m-a-p/CMMMU",
"test": "https://huggingface.co/datasets/m-a-p/CMMMU"
}
}
},
"prompt_template_source": {
"origin": "official",
"reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/cmmmu/utils.py (cmmmu construct_prompt; Chinese task_instructions preamble + 'A./B./...' options + 'Answer with the option's letter from the given choices directly.' trailer)",
"notes": "Tier 4: lmms-eval CMMMU canonical eval prompt — used by the authors-recommended evaluation framework for CMMMU (Chinese MMMU)."
}
}
}
}