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AIR_bench/README.md

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+---
+dataset_info:
+- config_name: Chat
+  features:
+  - name: meta_info
+    dtype: string
+  - name: question
+    dtype: string
+  - name: answer_gt
+    dtype: string
+  - name: path
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+  - name: task_name
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+  - name: dataset_name
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+  - name: uniq_id
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+  - name: audio
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+  splits:
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+    num_examples: 793
+  - name: music
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+    num_examples: 500
+  - name: sound
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+    num_examples: 500
+  - name: mixed
+    num_bytes: 576826288.0
+    num_examples: 400
+  download_size: 3026179314
+  dataset_size: 3541439992.0862503
+- config_name: Foundation
+  features:
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+  - name: question
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+  - name: choice_a
+    dtype: string
+  - name: choice_b
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+  - name: choice_c
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+  - name: choice_d
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+  - name: answer_gt
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+  - name: task_name
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+  - name: dataset_name
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+  - name: sound
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+    num_examples: 5896
+  download_size: 46912136671
+  dataset_size: 46557195347.61301
+configs:
+- config_name: Chat
+  data_files:
+  - split: speech
+    path: Chat/speech-*
+  - split: music
+    path: Chat/music-*
+  - split: sound
+    path: Chat/sound-*
+  - split: mixed
+    path: Chat/mixed-*
+- config_name: Foundation
+  data_files:
+  - split: speech
+    path: Foundation/speech-*
+  - split: music
+    path: Foundation/music-*
+  - split: sound
+    path: Foundation/sound-*
+---

ActivityNetQA/videos_chunked_05.zip

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CVRR-ES/README.md

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+---
+license: mit
+dataset_info:
+- config_name: continuity_and_object_instance_count
+  features:
+  - name: Q
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+  - name: VideoID
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 42923
+    num_examples: 177
+  download_size: 19160
+  dataset_size: 42923
+- config_name: fine_grained_action_understanding
+  features:
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+    dtype: string
+  - name: VideoID
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+  splits:
+  - name: test
+    num_bytes: 53455
+    num_examples: 230
+  download_size: 23040
+  dataset_size: 53455
+- config_name: interpretation_of_social_context
+  features:
+  - name: Q
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+  - name: A
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+  - name: VideoID
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+  splits:
+  - name: test
+    num_bytes: 79195
+    num_examples: 280
+  download_size: 36688
+  dataset_size: 79195
+- config_name: interpretation_of_visual_context
+  features:
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+  splits:
+  - name: test
+    num_bytes: 72726
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+  download_size: 32451
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+- config_name: multiple_actions_in_a_single_video
+  features:
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+  splits:
+  - name: test
+    num_bytes: 73245
+    num_examples: 318
+  download_size: 29207
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+- config_name: non_existent_actions_with_existent_scene_depictions
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+  - name: VideoID
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 45259
+    num_examples: 138
+  download_size: 22787
+  dataset_size: 45259
+- config_name: non_existent_actions_with_non_existent_scene_depictions
+  features:
+  - name: Q
+    dtype: string
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+  splits:
+  - name: test
+    num_bytes: 46799
+    num_examples: 144
+  download_size: 22604
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+- config_name: partial_actions
+  features:
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+    dtype: string
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+  splits:
+  - name: test
+    num_bytes: 47285
+    num_examples: 206
+  download_size: 22203
+  dataset_size: 47285
+- config_name: time_order_understanding
+  features:
+  - name: Q
+    dtype: string
+  - name: A
+    dtype: string
+  - name: DimensionName
+    dtype: string
+  - name: VideoID
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 36777
+    num_examples: 152
+  download_size: 17770
+  dataset_size: 36777
+- config_name: understanding_emotional_context
+  features:
+  - name: Q
+    dtype: string
+  - name: A
+    dtype: string
+  - name: DimensionName
+    dtype: string
+  - name: VideoID
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 83666
+    num_examples: 292
+  download_size: 37302
+  dataset_size: 83666
+- config_name: unusual_and_physically_anomalous_activities
+  features:
+  - name: Q
+    dtype: string
+  - name: A
+    dtype: string
+  - name: DimensionName
+    dtype: string
+  - name: VideoID
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 57262
+    num_examples: 190
+  download_size: 27769
+  dataset_size: 57262
+configs:
+- config_name: continuity_and_object_instance_count
+  data_files:
+  - split: test
+    path: continuity_and_object_instance_count/test-*
+- config_name: fine_grained_action_understanding
+  data_files:
+  - split: test
+    path: fine_grained_action_understanding/test-*
+- config_name: interpretation_of_social_context
+  data_files:
+  - split: test
+    path: interpretation_of_social_context/test-*
+- config_name: interpretation_of_visual_context
+  data_files:
+  - split: test
+    path: interpretation_of_visual_context/test-*
+- config_name: multiple_actions_in_a_single_video
+  data_files:
+  - split: test
+    path: multiple_actions_in_a_single_video/test-*
+- config_name: non_existent_actions_with_existent_scene_depictions
+  data_files:
+  - split: test
+    path: non_existent_actions_with_existent_scene_depictions/test-*
+- config_name: non_existent_actions_with_non_existent_scene_depictions
+  data_files:
+  - split: test
+    path: non_existent_actions_with_non_existent_scene_depictions/test-*
+- config_name: partial_actions
+  data_files:
+  - split: test
+    path: partial_actions/test-*
+- config_name: time_order_understanding
+  data_files:
+  - split: test
+    path: time_order_understanding/test-*
+- config_name: understanding_emotional_context
+  data_files:
+  - split: test
+    path: understanding_emotional_context/test-*
+- config_name: unusual_and_physically_anomalous_activities
+  data_files:
+  - split: test
+    path: unusual_and_physically_anomalous_activities/test-*
+---

EgoIT-99K/README.md

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+---
+dataset_info:
+- config_name: EgoIT
+  features:
+  - name: image
+    dtype: string
+  - name: conversations
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+  - name: dimensions
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+  - name: id
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 69002873
+    num_examples: 99486
+  download_size: 24999408
+  dataset_size: 69002873
+- config_name: ADL
+  features:
+  - name: image
+    dtype: string
+  - name: end_time
+    dtype: string
+  - name: video
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+  - name: id
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+  splits:
+  - name: train
+    num_bytes: 3223033
+    num_examples: 3234
+  download_size: 1203154
+  dataset_size: 3223033
+- config_name: ChardesEgo
+  features:
+  - name: start_time
+    dtype: string
+  - name: audio
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+  - name: fps
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+  splits:
+  - name: train
+    num_bytes: 8192698
+    num_examples: 18456
+  download_size: 2987914
+  dataset_size: 8192698
+- config_name: EGTEA
+  features:
+  - name: start_time
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+    dtype: string
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+  splits:
+  - name: train
+    num_bytes: 7886726
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+  download_size: 2808162
+  dataset_size: 7886726
+- config_name: Ego4D
+  features:
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+  - name: id
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+  - name: conversations
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+  - name: train
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+  download_size: 616320
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+- config_name: EgoProceL
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+  - name: start_time
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+- config_name: EpicKitchens
+  features:
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+  splits:
+  - name: train
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+- config_name: HoloAssist
+  features:
+  - name: start_time
+    dtype: string
+  - name: current_observation_frame
+    dtype: int64
+  - name: image
+    dtype: string
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+  - name: video
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+  splits:
+  - name: train
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+    num_examples: 33962
+  download_size: 8389618
+  dataset_size: 22877256
+- config_name: IndustReal
+  features:
+  - name: start_time
+    dtype: string
+  - name: current_observation_frame
+    dtype: int64
+  - name: image
+    dtype: string
+  - name: fps
+    dtype: float64
+  - name: video
+    dtype: string
+  - name: id
+    dtype: string
+  - name: end_time
+    dtype: string
+  - name: conversations
+    list:
+    - name: from
+      dtype: string
+    - name: value
+      dtype: string
+  - name: start_frame
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+  - name: end_frame
+    dtype: int64
+  splits:
+  - name: train
+    num_bytes: 7523054
+    num_examples: 11575
+  download_size: 2581014
+  dataset_size: 7523054
+configs:
+- config_name: EgoIT
+  data_files:
+  - split: train
+    path: parquet/EgoIT/train-*
+- config_name: ADL
+  data_files:
+  - split: train
+    path: parquet/ADL/train-*
+- config_name: ChardesEgo
+  data_files:
+  - split: train
+    path: parquet/ChardesEgo/train-*
+- config_name: EGTEA
+  data_files:
+  - split: train
+    path: parquet/EGTEA/train-*
+- config_name: Ego4D
+  data_files:
+  - split: train
+    path: parquet/Ego4D/train-*
+- config_name: EgoProceL
+  data_files:
+  - split: train
+    path: parquet/EgoProceL/train-*
+- config_name: EgoTask
+  data_files:
+  - split: train
+    path: parquet/EgoTask/train-*
+- config_name: EpicKitchens
+  data_files:
+  - split: train
+    path: parquet/EpicKitchens/train-*
+- config_name: HoloAssist
+  data_files:
+  - split: train
+    path: parquet/HoloAssist/train-*
+- config_name: IndustReal
+  data_files:
+  - split: train
+    path: parquet/IndustReal/train-*
+---
+
+Checkout the paper EgoLife (https://arxiv.org/abs/2503.03803) for more information.
+

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