| { | |
| "name": "MaRVL", | |
| "release_date": "2021-09-29", | |
| "subsets": { | |
| "main": { | |
| "language": [ | |
| "en" | |
| ], | |
| "modalities": [ | |
| "multi_image_interleave" | |
| ], | |
| "task_type": "vqa", | |
| "prompt_template": "<image><image>Statement: {{ question }}\nIs the statement True or False based on the two images? Answer with only \"True\" or \"False\".", | |
| "mapping_from_source": { | |
| "media": { | |
| "from": "images", | |
| "type": "list", | |
| "min_items": 2, | |
| "max_items": 2 | |
| }, | |
| "id": { | |
| "from": "id" | |
| }, | |
| "question": { | |
| "from": "hypothesis" | |
| }, | |
| "answer": { | |
| "from": "label", | |
| "optional": true | |
| }, | |
| "extra": { | |
| "hypothesis_en": { | |
| "from": "hypothesis_en" | |
| }, | |
| "language": { | |
| "from": "language" | |
| }, | |
| "chapter": { | |
| "from": "chapter" | |
| }, | |
| "concept": { | |
| "from": "concept" | |
| }, | |
| "left_img_id": { | |
| "from": "left_img_id" | |
| }, | |
| "right_img_id": { | |
| "from": "right_img_id" | |
| } | |
| }, | |
| "source": { | |
| "format": "huggingface", | |
| "url": { | |
| "id": "https://huggingface.co/datasets/floschne/marvl", | |
| "sw": "https://huggingface.co/datasets/floschne/marvl", | |
| "ta": "https://huggingface.co/datasets/floschne/marvl", | |
| "tr": "https://huggingface.co/datasets/floschne/marvl", | |
| "zh": "https://huggingface.co/datasets/floschne/marvl" | |
| } | |
| } | |
| }, | |
| "prompt_template_source": { | |
| "origin": "official", | |
| "reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/marvl/utils.py (marvl_doc_to_text — two images + Statement: + Is the statement True or False...)", | |
| "notes": "Tier 4: lmms-eval MaRVL canonical evaluation prompt (multilingual True/False reasoning)." | |
| } | |
| } | |
| } | |
| } |