File size: 6,772 Bytes
4b3fed3 63f07af 4b3fed3 11cc829 4b3fed3 958ebd3 68dc6d2 07be1e8 4b3fed3 63f07af 4b3fed3 11cc829 4b3fed3 958ebd3 68dc6d2 07be1e8 4b3fed3 63f07af 4b3fed3 11cc829 4b3fed3 958ebd3 68dc6d2 07be1e8 4b3fed3 11cc829 4b3fed3 958ebd3 68dc6d2 07be1e8 4b3fed3 | 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 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 | {
"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)."
}
}
}
} |