| { |
| "name": "GQA-Spatial", |
| "release_date": "2019-02-25", |
| "subsets": { |
| "main": { |
| "language": [ |
| "en" |
| ], |
| "modalities": [ |
| "single_image_start" |
| ], |
| "task_type": "vqa", |
| "prompt_template": "<image>{{ question }}\\nAnswer the question using a single word or phrase.", |
| "prompt_template_source": { |
| "origin": "official", |
| "reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/gqa/utils.py (gqa_doc_to_text — canonical short-answer)", |
| "notes": "Tier 4: lmms-eval GQA canonical evaluation prompt, applied unchanged to the spatial subset of GQA testdev_balanced. The SAT paper (arXiv 2412.07755) reports 'GQA-Sp (Hudson & Manning, 2019b)' without specifying the spatial filter; this subset is built by filtering official testdev_balanced rows whose types.semantic=='rel' OR types.detailed.startswith('position'), yielding 5952 spatial-relation rows. Filter rule and provenance documented here for auditability." |
| }, |
| "mapping_from_source": { |
| "media": { |
| "from": "media", |
| "type": "list", |
| "min_items": 1, |
| "max_items": 1 |
| }, |
| "id": { |
| "from": "id" |
| }, |
| "question": { |
| "from": "question" |
| }, |
| "answer": { |
| "from": "answer", |
| "optional": true |
| }, |
| "extra": { |
| "imageId": { |
| "from": "imageId" |
| }, |
| "fullAnswer": { |
| "from": "fullAnswer" |
| }, |
| "structural": { |
| "from": "structural" |
| }, |
| "semantic_type": { |
| "from": "semantic_type" |
| }, |
| "detailed": { |
| "from": "detailed" |
| } |
| }, |
| "source": { |
| "format": "huggingface", |
| "url": { |
| "testdev": "https://huggingface.co/datasets/lmms-lab/GQA (testdev_balanced; spatial-relation filter applied — see prompt_template_source notes)" |
| } |
| } |
| } |
| } |
| } |
| } |
