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"name": "SciFIBench",
"release_date": "2024-09-01",
"subsets": {
"figure2caption": {
"language": [
"en"
],
"modalities": [
"single_image_start"
],
"task_type": "multiple_choice_qa",
"score_pipeline": [
"rule-match",
"llm-match"
],
"score_protocol": {
"reference": "official@github.com/jonathan-roberts1/SciFIBench — extract_answer() uses an LLM (Gemini-Pro 1.0, temperature 0, max 3 tokens) with prompt 'Return only the letter of the answer' to parse the chosen option A-E from model output, then accuracy = extracted letter == gold letter.",
"note": "Official extractor model is Gemini-Pro 1.0 (LLM used for extraction only, compare is exact letter match); our chain prepends a deterministic prefetch, a faithful superset."
},
"prompt_template": "<image>{{ question }}\n{% for opt in options %}{{ opt }}\n{% endfor %}Answer with the option letter (A, B, C, D, or E).",
"mapping_from_source": {
"source": {
"format": "huggingface",
"url": {
"CS_Figure2Caption": "https://huggingface.co/datasets/jonathan-roberts1/SciFIBench",
"General_Figure2Caption": "https://huggingface.co/datasets/jonathan-roberts1/SciFIBench"
}
},
"id": {
"from": "ID"
},
"question": {
"from": "Question"
},
"options": {
"from": "Options"
},
"answer": {
"from": "Answer"
},
"media": {
"from": "Images",
"type": "list",
"min_items": 1,
"max_items": 1
},
"extra": {
"category": {
"from": "Category"
},
"source_id": {
"from": "source_id",
"optional": true,
"note": "source column present on a sibling split; empty string here — column added for cross-split Arrow schema uniformity (push_to_hub requires identical features per config)"
}
}
},
"prompt_template_source": {
"origin": "official",
"reference": "https://github.com/jonathan-roberts1/SciFIBench (README example prompts: question + lettered options + 'Answer with the option letter (A, B, C, D, or E).')",
"notes": "Tier 1: SciFIBench README example prompts as published by the dataset authors."
}
},
"caption2figure": {
"language": [
"en"
],
"modalities": [
"multi_image_start"
],
"task_type": "multiple_choice_qa",
"score_pipeline": [
"rule-match",
"llm-match"
],
"score_protocol": {
"reference": "official@github.com/jonathan-roberts1/SciFIBench — same protocol as figure2caption: LLM (Gemini-Pro) letter extraction then exact-letter accuracy; caption2figure options are 5 candidate figures labeled A-E (5 images per row).",
"note": "Same as figure2caption; official extractor is Gemini-Pro 1.0."
},
"prompt_template": "<image><image><image><image><image>{{ question }}\n{% for opt in options %}{{ opt }}\n{% endfor %}Answer with the option letter (A, B, C, D, or E).",
"mapping_from_source": {
"source": {
"format": "huggingface",
"url": {
"CS_Caption2Figure": "https://huggingface.co/datasets/jonathan-roberts1/SciFIBench",
"General_Caption2Figure": "https://huggingface.co/datasets/jonathan-roberts1/SciFIBench"
}
},
"id": {
"from": "ID"
},
"question": {
"from": "Question"
},
"options": {
"from": "Options"
},
"answer": {
"from": "Answer"
},
"media": {
"from": "Images",
"type": "list",
"min_items": 5,
"max_items": 5
},
"extra": {
"category": {
"from": "Category"
},
"source_id": {
"from": "source_id",
"optional": true,
"note": "source column present on a sibling split; empty string here — column added for cross-split Arrow schema uniformity (push_to_hub requires identical features per config)"
}
}
},
"prompt_template_source": {
"origin": "official",
"reference": "https://github.com/jonathan-roberts1/SciFIBench (README example prompts: question + lettered options + 'Answer with the option letter (A, B, C, D, or E).')",
"notes": "Tier 1: SciFIBench README example prompts as published by the dataset authors."
}
}
}
} |