File size: 1,893 Bytes
085908b a0ea3b6 f166efe cbd76e2 085908b | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 | {
"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."
}
}
}
} |