| { | |
| "name": "CVQA", | |
| "release_date": "2024-06-08", | |
| "subsets": { | |
| "main": { | |
| "language": [ | |
| "en" | |
| ], | |
| "modalities": [ | |
| "single_image_start" | |
| ], | |
| "task_type": "multiple_choice_vqa", | |
| "prompt_template": "<image>{{ question }}\n{% for k, v in options.items() %}{{ k }}. {{ v }}\n{% endfor %}Answer with the option's letter from the given choices directly.", | |
| "mapping_from_source": { | |
| "media": { | |
| "from": "image", | |
| "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": { | |
| "translated_question": { | |
| "from": "translated_question" | |
| }, | |
| "translated_options": { | |
| "from": "translated_options" | |
| }, | |
| "subset": { | |
| "from": "subset" | |
| }, | |
| "category": { | |
| "from": "category" | |
| }, | |
| "image_type": { | |
| "from": "image_type" | |
| } | |
| }, | |
| "source": { | |
| "format": "huggingface", | |
| "url": { | |
| "test": "https://huggingface.co/datasets/afaji/cvqa" | |
| } | |
| } | |
| }, | |
| "prompt_template_source": { | |
| "origin": "official", | |
| "reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/cvqa/utils.py (cvqa_doc_to_text — 'A./B./...' options + 'Answer with the option's letter from the given choices directly.' trailer)", | |
| "notes": "Tier 4: lmms-eval CVQA canonical evaluation prompt." | |
| } | |
| } | |
| } | |
| } |