File size: 1,989 Bytes
6ce77e0 67a7e68 c9f4559 3c961f1 6ce77e0 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 | {
"name": "MMVU",
"release_date": "2025-01-01",
"subsets": {
"main": {
"language": [
"en"
],
"modalities": [
"single_video_start"
],
"task_type": "multiple_choice_vqa",
"prompt_template": "<video>{{ 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.{% endif %}",
"mapping_from_source": {
"media": {
"from": "video_path",
"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": {
"video_id": {
"from": "video_id"
},
"question_type": {
"from": "question_type"
},
"subject": {
"from": "subject"
}
},
"source": {
"format": "json",
"url": {
"validation": "https://huggingface.co/datasets/yale-nlp/MMVU"
}
}
},
"video_storage": {
"format": "files",
"media_root": "videos",
"notes": "583 videos from the MMVU benchmark (yale-nlp/MMVU), hosted on HF. Covers 27 expert disciplines. Videos sourced from YouTube."
},
"prompt_template_source": {
"origin": "official",
"reference": "https://github.com/yale-nlp/MMVU/blob/main/utils/constant.py (MULTI_CHOICE_DO_PROMPT / OPEN_ENDED_DO_PROMPT — yale-nlp MMVU direct-output eval prompts)",
"notes": "Tier 1: MMVU official evaluation prompts (yale-nlp MMVU paper authors): MCQ + open-ended branches."
}
}
}
} |