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Add manifest (metadata.json)

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  1. metadata.json +86 -86
metadata.json CHANGED
@@ -1,89 +1,89 @@
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  {
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- "name": "EndoBench",
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- "release_date": "2026-07-07",
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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": "multiple_choice",
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- "score_type": "llm_extract",
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- "score_protocol": {
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- "reference": "official@arXiv:2505.23601 / github.com/CUHK-AIM-Group/EndoBench (evaluated via VLMEvalKit) — MCQ evaluation extracts the selected option by string matching first, and if that fails an LLM (GPT) is prompted to extract the chosen option (VLMEvalKit rule-first, LLM-extract fallback).",
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- "note": "MCQ over up to 6 options (A-F, variable per row; A/B always present). Gold answer is the option letter. Re-converted 2026-07-07 to restore the options block (source columns A-F) and an MCQ prompt that were missing in the first published copy."
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- },
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- "prompt_template": "<image>Question: {{ question }}\nOptions:\n{% for k, v in options.items() %}{{ k }}. {{ v }}\n{% endfor %}Please select the correct answer from the options above. \n",
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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_mcq.py (ImageMCQDataset.build_prompt: Question + 'Options:' block + 'Please select the correct answer from the options above.')",
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- "notes": "Tier 3: EndoBench's official repo (github.com/CUHK-AIM-Group/EndoBench) evaluates via VLMEvalKit (run.py --data EndoBench); VLMEvalKit ImageMCQDataset.build_prompt is the canonical MCQ prompt. Dataset authors publish no standalone model-input prompt string."
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- },
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- "mapping_from_source": {
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- "source": {
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- "format": "huggingface",
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- "url": {
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- "test": "https://huggingface.co/datasets/Saint-lsy/EndoBench"
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- }
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- },
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- "id": {
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- "from": "index"
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- },
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- "question": {
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- "from": "question"
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- },
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- "choices": [
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- {
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- "key": "A",
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- "from": "A"
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- },
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- {
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- "key": "B",
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- "from": "B"
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- },
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- {
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- "key": "C",
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- "from": "C",
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- "optional": true
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- },
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- {
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- "key": "D",
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- "from": "D",
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- "optional": true
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- },
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- {
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- "key": "E",
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- "from": "E",
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- "optional": true
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- },
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- {
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- "key": "F",
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- "from": "F",
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- "optional": true
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- }
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- ],
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- "answer": {
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- "from": "answer",
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- "optional": true,
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- "note": "Option letter (A-F)."
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- },
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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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- "extra": {
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- "category": {
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- "from": "category"
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- },
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- "task": {
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- "from": "task"
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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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  {
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+ "name": "EndoBench",
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+ "release_date": "2026-07-07",
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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": "multiple_choice_qa",
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+ "score_type": "llm_extract",
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+ "score_protocol": {
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+ "reference": "official@arXiv:2505.23601 / github.com/CUHK-AIM-Group/EndoBench (evaluated via VLMEvalKit) — MCQ evaluation extracts the selected option by string matching first, and if that fails an LLM (GPT) is prompted to extract the chosen option (VLMEvalKit rule-first, LLM-extract fallback).",
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+ "note": "MCQ over up to 6 options (A-F, variable per row; A/B always present). Gold answer is the option letter. Re-converted 2026-07-07 to restore the options block (source columns A-F) and an MCQ prompt that were missing in the first published copy."
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+ },
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+ "prompt_template": "<image>Question: {{ question }}\nOptions:\n{% for k, v in options.items() %}{{ k }}. {{ v }}\n{% endfor %}Please select the correct answer from the options above. \n",
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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_mcq.py (ImageMCQDataset.build_prompt: Question + 'Options:' block + 'Please select the correct answer from the options above.')",
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+ "notes": "Tier 3: EndoBench's official repo (github.com/CUHK-AIM-Group/EndoBench) evaluates via VLMEvalKit (run.py --data EndoBench); VLMEvalKit ImageMCQDataset.build_prompt is the canonical MCQ prompt. Dataset authors publish no standalone model-input prompt string."
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+ },
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+ "mapping_from_source": {
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+ "source": {
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+ "format": "huggingface",
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+ "url": {
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+ "test": "https://huggingface.co/datasets/Saint-lsy/EndoBench"
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+ }
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+ },
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+ "id": {
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+ "from": "index"
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+ },
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+ "question": {
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+ "from": "question"
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+ },
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+ "choices": [
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+ {
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+ "key": "A",
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+ "from": "A"
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+ },
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+ {
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+ "key": "B",
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+ "from": "B"
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+ },
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+ {
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+ "key": "C",
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+ "from": "C",
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+ "optional": true
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+ },
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+ {
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+ "key": "D",
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+ "from": "D",
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+ "optional": true
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+ },
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+ {
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+ "key": "E",
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+ "from": "E",
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+ "optional": true
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+ },
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+ {
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+ "key": "F",
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+ "from": "F",
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+ "optional": true
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+ }
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+ ],
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+ "answer": {
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+ "from": "answer",
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+ "optional": true,
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+ "note": "Option letter (A-F)."
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+ },
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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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+ "extra": {
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+ "category": {
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+ "from": "category"
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+ },
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+ "task": {
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+ "from": "task"
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+ }
 
 
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  }
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+ }
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  }
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+ }
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+ }