metadata: migrate score_type -> score_pipeline (atomic stage contract; see mm-eval scorer docs/en/SCORING.md)
Browse files- metadata.json +68 -66
metadata.json
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{
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}
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}
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}
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{
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"name": "MMHal-Bench",
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"release_date": "2023-12-01",
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"subsets": {
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"main": {
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"language": [
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"en"
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],
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"modalities": [
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"single_image_start"
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],
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"task_type": "open_ended_qa",
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"score_pipeline": [
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"llm-judge"
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],
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"score_params": {
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"rubric": "scale",
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"scale": [
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0,
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6
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],
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"official_judge_model": "gpt-4",
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"judge_inputs": [
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"image_content"
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]
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},
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"score_protocol": {
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"reference": "Official eval script https://huggingface.co/datasets/Shengcao1006/MMHal-Bench/blob/main/eval_gpt4.py (lines 94-96: judge template consumes image_content, question, gt_answer, model_answer) — GPT-4 rates each response 0-6 (informativeness x hallucination rubric: 0-2 = hallucination present, 3-6 = none). Not implemented in VLMEvalKit or lmms-eval.",
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"note": "Official headline = average rating (0-6) AND hallucination rate = fraction of responses rated 0-2, with per-question-type breakdown (8 types x 12 questions, 96 rows). Per-sample binary grading deviates. Rows carry the image_content object list (extra) that the official judge template interpolates. Per-row question_type extra carries MMHal categories (attribute/relation/holistic/other...), NOT scorer vocabulary — scorer must not treat it as a question_type signal."
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},
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"prompt_template": "<image>{{ question }}",
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"prompt_template_source": {
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"origin": "official",
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"reference": "https://github.com/open-compass/VLMEvalKit/blob/main/vlmeval/dataset/image_vqa.py (MMHal-Bench — judge-scored; bare question)",
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"notes": "Tier 3: MMHal-Bench judge-scored eval: bare question per the official MMHal-Bench paper."
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},
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"mapping_from_source": {
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"media": {
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"from": "image",
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"type": "list",
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"min_items": 1,
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"max_items": 1
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},
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"id": {
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"from": "image_id"
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},
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"question": {
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"from": "question"
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},
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"answer": {
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"from": "gt_answer",
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"optional": true
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},
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"extra": {
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"question_type": {
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"from": "question_type"
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},
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"image_content": {
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"from": "image_content"
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}
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},
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"source": {
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"format": "json",
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"url": {
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"test": "https://huggingface.co/datasets/Shengcao1006/MMHal-Bench"
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}
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}
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}
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}
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}
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}
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