| { |
| "name": "TempCompass", |
| "release_date": "2024-06-01", |
| "subsets": { |
| "multi_choice": { |
| "language": [ |
| "en" |
| ], |
| "modalities": [ |
| "single_video_start" |
| ], |
| "task_type": "multiple_choice_vqa", |
| "prompt_template": "<video>{{ question }}\nPlease directly give the best option:", |
| "mapping_from_source": { |
| "media": { |
| "from": "video_path", |
| "type": "list", |
| "min_items": 1, |
| "max_items": 1 |
| }, |
| "id": { |
| "from": "id" |
| }, |
| "question": { |
| "from": "question" |
| }, |
| "answer": { |
| "from": "answer", |
| "optional": true |
| }, |
| "extra": { |
| "video_id": { |
| "from": "video_id" |
| }, |
| "dim": { |
| "from": "dim" |
| } |
| }, |
| "source": { |
| "format": "json", |
| "url": { |
| "train": "https://huggingface.co/datasets/lmms-lab/TempCompass" |
| } |
| } |
| }, |
| "video_storage": { |
| "format": "files", |
| "media_root": "videos", |
| "notes": "410 videos from ShutterStock, distributed via lmms-lab/TempCompass HF repo. Includes original and conflicting (reversed/concatenated) videos for temporal perception testing." |
| }, |
| "prompt_template_source": { |
| "origin": "official", |
| "reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/tempcompass/_default_template_yaml (canonical per-subset post_prompts: multi-choice → 'Please directly give the best option:'; yes_no → 'Please answer yes or no:'; caption_matching → 'Please directly give the best option:')", |
| "notes": "Tier 4: lmms-eval TempCompass canonical per-subset evaluation prompts." |
| } |
| }, |
| "yes_no": { |
| "language": [ |
| "en" |
| ], |
| "modalities": [ |
| "single_video_start" |
| ], |
| "task_type": "vqa", |
| "prompt_template": "<video>{{ question }}\nPlease answer yes or no:", |
| "mapping_from_source": { |
| "media": { |
| "from": "video_path", |
| "type": "list", |
| "min_items": 1, |
| "max_items": 1 |
| }, |
| "id": { |
| "from": "id" |
| }, |
| "question": { |
| "from": "question" |
| }, |
| "answer": { |
| "from": "answer", |
| "optional": true |
| }, |
| "extra": { |
| "video_id": { |
| "from": "video_id" |
| }, |
| "dim": { |
| "from": "dim" |
| } |
| }, |
| "source": { |
| "format": "json", |
| "url": { |
| "train": "https://huggingface.co/datasets/lmms-lab/TempCompass" |
| } |
| } |
| }, |
| "video_storage": { |
| "format": "files", |
| "media_root": "videos", |
| "notes": "410 videos from ShutterStock, distributed via lmms-lab/TempCompass HF repo. Includes original and conflicting (reversed/concatenated) videos for temporal perception testing." |
| }, |
| "prompt_template_source": { |
| "origin": "official", |
| "reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/tempcompass/_default_template_yaml (canonical per-subset post_prompts: multi-choice → 'Please directly give the best option:'; yes_no → 'Please answer yes or no:'; caption_matching → 'Please directly give the best option:')", |
| "notes": "Tier 4: lmms-eval TempCompass canonical per-subset evaluation prompts." |
| } |
| }, |
| "caption_matching": { |
| "language": [ |
| "en" |
| ], |
| "modalities": [ |
| "single_video_start" |
| ], |
| "task_type": "multiple_choice_vqa", |
| "prompt_template": "<video>{{ question }}\nPlease directly give the best option:", |
| "mapping_from_source": { |
| "media": { |
| "from": "video_path", |
| "type": "list", |
| "min_items": 1, |
| "max_items": 1 |
| }, |
| "id": { |
| "from": "id" |
| }, |
| "question": { |
| "from": "question" |
| }, |
| "answer": { |
| "from": "answer", |
| "optional": true |
| }, |
| "extra": { |
| "video_id": { |
| "from": "video_id" |
| }, |
| "dim": { |
| "from": "dim" |
| } |
| }, |
| "source": { |
| "format": "json", |
| "url": { |
| "train": "https://huggingface.co/datasets/lmms-lab/TempCompass" |
| } |
| } |
| }, |
| "video_storage": { |
| "format": "files", |
| "media_root": "videos", |
| "notes": "410 videos from ShutterStock, distributed via lmms-lab/TempCompass HF repo. Includes original and conflicting (reversed/concatenated) videos for temporal perception testing." |
| }, |
| "prompt_template_source": { |
| "origin": "official", |
| "reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/tempcompass/_default_template_yaml (canonical per-subset post_prompts: multi-choice → 'Please directly give the best option:'; yes_no → 'Please answer yes or no:'; caption_matching → 'Please directly give the best option:')", |
| "notes": "Tier 4: lmms-eval TempCompass canonical per-subset evaluation prompts." |
| } |
| }, |
| "captioning": { |
| "language": [ |
| "en" |
| ], |
| "modalities": [ |
| "single_video_start" |
| ], |
| "task_type": "vqa", |
| "prompt_template": "<video>{{ question }}", |
| "mapping_from_source": { |
| "media": { |
| "from": "video_path", |
| "type": "list", |
| "min_items": 1, |
| "max_items": 1 |
| }, |
| "id": { |
| "from": "id" |
| }, |
| "question": { |
| "from": "question" |
| }, |
| "answer": { |
| "from": "answer", |
| "optional": true |
| }, |
| "extra": { |
| "video_id": { |
| "from": "video_id" |
| }, |
| "dim": { |
| "from": "dim" |
| } |
| }, |
| "source": { |
| "format": "json", |
| "url": { |
| "train": "https://huggingface.co/datasets/lmms-lab/TempCompass" |
| } |
| } |
| }, |
| "video_storage": { |
| "format": "files", |
| "media_root": "videos", |
| "notes": "410 videos from ShutterStock, distributed via lmms-lab/TempCompass HF repo. Includes original and conflicting (reversed/concatenated) videos for temporal perception testing." |
| }, |
| "prompt_template_source": { |
| "origin": "official", |
| "reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/tempcompass/_default_template_yaml (captioning task uses bare video+question)", |
| "notes": "Tier 4: lmms-eval TempCompass captioning canonical prompt (no scaffold)." |
| } |
| } |
| } |
| } |
