Update RoboCOIN assets

dataset_info/Agilex_Cobot_Magic_classify_objects_eight.yaml

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+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_classify_objects_eight
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: household
+  level2: kitchen
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+  level1: home_storage
+  level2: table
+  level3: null
+  level4: null
+  level5: null
+- object_name: brown_basket
+  level1: home_storage
+  level2: brown_basket
+  level3: null
+  level4: null
+  level5: null
+- object_name: black_basket
+  level1: food
+  level2: black_basket
+  level3: null
+  level4: null
+  level5: null
+- object_name: bread
+  level1: food
+  level2: bread
+  level3: null
+  level4: null
+  level5: null
+- object_name: orange
+  level1: food
+  level2: orange
+  level3: null
+  level4: null
+  level5: null
+- object_name: green_lemon
+  level1: food
+  level2: green_lemon
+  level3: null
+  level4: null
+  level5: null
+- object_name: pink_clear_plastic_cup
+  level1: kitchen_supplies
+  level2: pink_clear_plastic_cup
+  level3: null
+  level4: null
+  level5: null
+- object_name: laundry_detergent
+  level1: daily_necessities
+  level2: laundry_detergent
+  level3: null
+  level4: null
+  level5: null
+- object_name: mentholatum_facial_cleanser
+  level1: daily_necessities
+  level2: Mmentholatum_facial_cleanser
+  level3: null
+  level4: null
+  level5: null
+- object_name: lemon
+  level1: food
+  level2: lemon
+  level3: null
+  level4: null
+  level5: null
+- object_name: apple
+  level1: food
+  level2: apple
+  level3: null
+  level4: null
+  level5: null
+- object_name: mango
+  level1: food
+  level2: mango
+  level3: null
+  level4: null
+  level5: null
+- object_name: kiwi_fruit
+  level1: food
+  level2: kiwi_fruit
+  level3: null
+  level4: null
+  level5: null
+- object_name: mangosteen
+  level1: food
+  level2: mangosteen
+  level3: null
+  level4: null
+  level5: null
+- object_name: pear
+  level1: food
+  level2: pear
+  level3: null
+  level4: null
+  level5: null
+- object_name: avocado
+  level1: food
+  level2: avocado
+  level3: null
+  level4: null
+  level5: null
+- object_name: brown_clear_plastic_cup
+  level1: kitchen_supplies
+  level2: brown_clear_plastic_cup
+  level3: null
+  level4: null
+  level5: null
+- object_name: shampoo
+  level1: daily_necessities
+  level2: shampoo
+  level3: null
+  level4: null
+  level5: null
+- object_name: deli Water-based_Marker
+  level1: stationery
+  level2: deli_Water-based_Marker
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Place multiple objects separately in different baskets.
+sub_tasks:
+- subtask: Place the pear in the light basket with right gripper
+  subtask_index: 0
+- subtask: Pick up the shampoo with left gripper
+  subtask_index: 1
+- subtask: Place the pink marker pen in the dark basket with right gripper
+  subtask_index: 2
+- subtask: Pick up the pear with left gripper
+  subtask_index: 3
+- subtask: Place the lime in the light basket with right gripper
+  subtask_index: 4
+- subtask: Place the laundry detergent in the dark basket with right gripper
+  subtask_index: 5
+- subtask: Place the mango in the light basket with right gripper
+  subtask_index: 6
+- subtask: Pick up the light brown cup with left gripper
+  subtask_index: 7
+- subtask: Place the orange in the light basket with right gripper
+  subtask_index: 8
+- subtask: Pick up the dark brown cup with left gripper
+  subtask_index: 9
+- subtask: Place the dark brown cup in the dark basket with left gripper
+  subtask_index: 10
+- subtask: Pick up the light brown cup with right gripper
+  subtask_index: 11
+- subtask: Pick up pink marker pen with right gripper
+  subtask_index: 12
+- subtask: Pick up the lime with left gripper
+  subtask_index: 13
+- subtask: Pick up kiwi with left gripper
+  subtask_index: 14
+- subtask: Pick up mango with left gripper
+  subtask_index: 15
+- subtask: Place the shampoo in the dark basket with right gripper
+  subtask_index: 16
+- subtask: Place the dark brown cup in the dark basket with right gripper
+  subtask_index: 17
+- subtask: Pick up the pomegranate with right gripper
+  subtask_index: 18
+- subtask: Pick up the pear with right gripper
+  subtask_index: 19
+- subtask: Pick up the dark brown cup with right gripper
+  subtask_index: 20
+- subtask: Pick up the red cup with right gripper
+  subtask_index: 21
+- subtask: Place the pomegranate in the light basket with left gripper
+  subtask_index: 22
+- subtask: Pick up the avocado with right gripper
+  subtask_index: 23
+- subtask: Pick up the hard facial cleanser with left gripper
+  subtask_index: 24
+- subtask: Place the Incense box in the dark basket with left gripper
+  subtask_index: 25
+- subtask: Pick up the shampoo with right gripper
+  subtask_index: 26
+- subtask: Place the banana in the light basket with right gripper
+  subtask_index: 27
+- subtask: Place the laundry detergent in the dark basket with left gripper
+  subtask_index: 28
+- subtask: Pick up the orange with right gripper
+  subtask_index: 29
+- subtask: Place the mangosteen in the light basket with right gripper
+  subtask_index: 30
+- subtask: Place the hard facial cleanser in the dark basket with right gripper
+  subtask_index: 31
+- subtask: Pick up Incense box with right gripper
+  subtask_index: 32
+- subtask: Place the red marker in the dark basket with right gripper
+  subtask_index: 33
+- subtask: Pick up the lemon with left gripper
+  subtask_index: 34
+- subtask: Place the banana in the light basket with left gripper
+  subtask_index: 35
+- subtask: Pick up Incense box with left gripper
+  subtask_index: 36
+- subtask: Pick up kiwi with right gripper
+  subtask_index: 37
+- subtask: Pick up the mango with right gripper
+  subtask_index: 38
+- subtask: Place the lemon in the light basket with left gripper
+  subtask_index: 39
+- subtask: Pick up the laundry detergent with left gripper
+  subtask_index: 40
+- subtask: Pick up toothpaste with right gripper
+  subtask_index: 41
+- subtask: Pick up the bread with right gripper
+  subtask_index: 42
+- subtask: Pick up toothpaste with left gripper
+  subtask_index: 43
+- subtask: Place the red cup in the dark basket with left gripper
+  subtask_index: 44
+- subtask: Place the red cup in the dark basket with right gripper
+  subtask_index: 45
+- subtask: Place the lemon in the light basket with right gripper
+  subtask_index: 46
+- subtask: Pick up banana with left gripper
+  subtask_index: 47
+- subtask: Place the avocado in the light basket with right gripper
+  subtask_index: 48
+- subtask: Pick up egg yolk pastry with left gripper
+  subtask_index: 49
+- subtask: Place the light brown cup in the dark basket with left gripper
+  subtask_index: 50
+- subtask: Pick up egg yolk pastry with right gripper
+  subtask_index: 51
+- subtask: Place the orange in the light basket with left gripper
+  subtask_index: 52
+- subtask: Place the hard facial cleanser in the dark basket with left gripper
+  subtask_index: 53
+- subtask: Pick up the lemon with right gripper
+  subtask_index: 54
+- subtask: Place the kiwi in the light basket with right gripper
+  subtask_index: 55
+- subtask: End
+  subtask_index: 56
+- subtask: Pick up gray cup with left gripper
+  subtask_index: 57
+- subtask: Place the pomegranate in the light basket with right gripper
+  subtask_index: 58
+- subtask: Pick up banana with right gripper
+  subtask_index: 59
+- subtask: Place the blackboard eraser in the dark basket with left gripper
+  subtask_index: 60
+- subtask: Pick up the red marker with right gripper
+  subtask_index: 61
+- subtask: Place the red marker in the dark basket with left gripper
+  subtask_index: 62
+- subtask: Place the gray cup in the dark basket with left gripper
+  subtask_index: 63
+- subtask: Pick up the red cup with left gripper
+  subtask_index: 64
+- subtask: Place the kiwi in the light basket with left gripper
+  subtask_index: 65
+- subtask: Pick up the mangosteen with left gripper
+  subtask_index: 66
+- subtask: Pick up the orange with left gripper
+  subtask_index: 67
+- subtask: Place the mangosteen in the light basket with left gripper
+  subtask_index: 68
+- subtask: Place the bread in the light basket with right gripper
+  subtask_index: 69
+- subtask: Place the toothpaste in the dark basket with right gripper
+  subtask_index: 70
+- subtask: Pick up the lime with right gripper
+  subtask_index: 71
+- subtask: Place the mango in the light basket with left gripper
+  subtask_index: 72
+- subtask: Pick up the mangosteen with right gripper
+  subtask_index: 73
+- subtask: Place the pink marker pen in the dark basket with left gripper
+  subtask_index: 74
+- subtask: Pick up the red marker with left gripper
+  subtask_index: 75
+- subtask: Place the pear in the light basket with left gripper
+  subtask_index: 76
+- subtask: Pick up blackboard eraser with right gripper
+  subtask_index: 77
+- subtask: Place the blackboard eraser in the dark basket with right gripper
+  subtask_index: 78
+- subtask: Place the shampoo in the dark basket with left gripper
+  subtask_index: 79
+- subtask: Place the egg yolk pastry in the light basket with left gripper
+  subtask_index: 80
+- subtask: Pick up the pomegranate with left gripper
+  subtask_index: 81
+- subtask: Place the toothpaste in the dark basket with left gripper
+  subtask_index: 82
+- subtask: Pick up blackboard eraser with left gripper
+  subtask_index: 83
+- subtask: Place the Incense box in the dark basket with right gripper
+  subtask_index: 84
+- subtask: Pick up the hard facial cleanser with right gripper
+  subtask_index: 85
+- subtask: Place the apple in the light basket with right gripper
+  subtask_index: 86
+- subtask: Place the avocado in the light basket with left gripper
+  subtask_index: 87
+- subtask: Pick up pink marker pen with left gripper
+  subtask_index: 88
+- subtask: Pick up the avocado with left gripper
+  subtask_index: 89
+- subtask: Pick up the laundry detergent with right gripper
+  subtask_index: 90
+- subtask: Place the egg yolk pastry in the light basket with right gripper
+  subtask_index: 91
+- subtask: Pick up the apple with right gripper
+  subtask_index: 92
+- subtask: Place the lime in the light basket with left gripper
+  subtask_index: 93
+- subtask: 'null'
+  subtask_index: 94
+atomic_actions:
+- grasp
+- lift
+- lower
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 197
+  total_frames: 337837
+  fps: 30
+  total_tasks: 95
+  total_videos: 591
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 4.51 GB
+frame_num: 337837
+dataset_size: 4.51 GB
+data_structure: 'Agilex_Cobot_Magic_classify_objects_eight_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (185 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:196
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_close_drawer_top.yaml

@@ -0,0 +1,502 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_close_drawer_top
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: office_workspace
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+  level1: home_storage
+  level2: table
+  level3: null
+  level4: null
+  level5: null
+- object_name: three_layer_transparent_drawer
+  level1: laboratory_supplies
+  level2: three_layer_transparent_drawer
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- close the top drawer.
+sub_tasks:
+- subtask: End
+  subtask_index: 0
+- subtask: Push the top drawer closed
+  subtask_index: 1
+- subtask: Use the right gripper to touch the topmost layer of the storage cabinet
+  subtask_index: 2
+- subtask: 'null'
+  subtask_index: 3
+atomic_actions:
+- grasp
+- push
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 9800
+  fps: 30
+  total_tasks: 4
+  total_videos: 150
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 96.54 MB
+frame_num: 9800
+dataset_size: 96.54 MB
+data_structure: 'Agilex_Cobot_Magic_close_drawer_top_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- backup
+
+  |   |-- data
+
+  |   |   `-- chunk-000
+
+  |   `-- meta
+
+  |       |-- episodes.jsonl
+
+  |       |-- episodes_stats.jsonl
+
+  |       |-- info.json
+
+  |       `-- tasks.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_storage_object.yaml

@@ -0,0 +1,1098 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_storage_object
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: household
+  level2: living_room
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: white_table_cloths
+  level1: laboratory_supplies
+  level2: white_table_cloths
+  level3: null
+  level4: null
+  level5: null
+- object_name: table
+  level1: home_storage
+  level2: table
+  level3: null
+  level4: null
+  level5: null
+- object_name: apple
+  level1: food
+  level2: apple
+  level3: null
+  level4: null
+  level5: null
+- object_name: yellow_lemon
+  level1: food
+  level2: yellow_lemon
+  level3: null
+  level4: null
+  level5: null
+- object_name: pomegranate
+  level1: food
+  level2: pomegranate
+  level3: null
+  level4: null
+  level5: null
+- object_name: bread_dough
+  level1: food
+  level2: bread_dough
+  level3: null
+  level4: null
+  level5: null
+- object_name: waffle
+  level1: food
+  level2: waffle
+  level3: null
+  level4: null
+  level5: null
+- object_name: green_lemon
+  level1: food
+  level2: green_lemon
+  level3: null
+  level4: null
+  level5: null
+- object_name: eggplant
+  level1: food
+  level2: eggplant
+  level3: null
+  level4: null
+  level5: null
+- object_name: chewing_gum
+  level1: food
+  level2: chewing_gum
+  level3: null
+  level4: null
+  level5: null
+- object_name: chocolate
+  level1: food
+  level2: chocolate
+  level3: null
+  level4: null
+  level5: null
+- object_name: mango
+  level1: food
+  level2: mango
+  level3: null
+  level4: null
+  level5: null
+- object_name: chewing_gum
+  level1: food
+  level2: chewing_gum
+  level3: null
+  level4: null
+  level5: null
+- object_name: mint_candy
+  level1: food
+  level2: mint_candy
+  level3: null
+  level4: null
+  level5: null
+- object_name: mangosteen
+  level1: food
+  level2: mangosteen
+  level3: null
+  level4: null
+  level5: null
+- object_name: orange
+  level1: food
+  level2: orange
+  level3: null
+  level4: null
+  level5: null
+- object_name: bread
+  level1: food
+  level2: bread
+  level3: null
+  level4: null
+  level5: null
+- object_name: banana
+  level1: food
+  level2: banana
+  level3: null
+  level4: Fruit cake
+  level5: null
+- object_name: cake
+  level1: food
+  level2: cake
+  level3: null
+  level4: null
+  level5: null
+- object_name: beef_cheeseburger
+  level1: food
+  level2: beef_cheeseburger
+  level3: null
+  level4: null
+  level5: null
+- object_name: bowl
+  level1: kitchen_supplies
+  level2: bowl
+  level3: null
+  level4: null
+  level5: null
+- object_name: pan
+  level1: kitchen_supplies
+  level2: pan
+  level3: null
+  level4: null
+  level5: null
+- object_name: small_teapot
+  level1: kitchen_supplies
+  level2: small_teapot
+  level3: null
+  level4: null
+  level5: null
+- object_name: small_teacup
+  level1: kitchen_supplies
+  level2: small_teacup
+  level3: null
+  level4: null
+  level5: null
+- object_name: paper_ball
+  level1: trash
+  level2: paper_ball
+  level3: null
+  level4: null
+  level5: null
+- object_name: brown_square_towel
+  level1: daily_necessities
+  level2: brown_square_towel
+  level3: null
+  level4: null
+  level5: null
+- object_name: black_cylindrical_pen_holder
+  level1: stationery
+  level2: black_cylindrical_pen_holder
+  level3: null
+  level4: null
+  level5: null
+- object_name: pink_long_towel
+  level1: daily_necessities
+  level2: pink_long_towel
+  level3: null
+  level4: null
+  level5: null
+- object_name: whiteboard_eraser
+  level1: stationery
+  level2: whiteboard_eraser
+  level3: null
+  level4: null
+  level5: null
+- object_name: mentholatum_facial_cleanser
+  level1: daily_necessities
+  level2: mentholatum_facial_cleanser
+  level3: null
+  level4: null
+  level5: null
+- object_name: duck
+  level1: toys
+  level2: duck
+  level3: null
+  level4: null
+  level5: null
+- object_name: compass
+  level1: stationery
+  level2: compass
+  level3: null
+  level4: null
+  level5: null
+- object_name: bowl
+  level1: kitchen_supplies
+  level2: bowl
+  level3: null
+  level4: null
+  level5: null
+- object_name: blue_long_towel
+  level1: daily_necessities
+  level2: blue_long_towel
+  level3: null
+  level4: null
+  level5: null
+- object_name: pearMint candy
+  level1: food
+  level2: pear
+  level3: null
+  level4: null
+  level5: null
+- object_name: mint_candy
+  level1: food
+  level2: mint_candy
+  level3: null
+  level4: null
+  level5: null
+- object_name: triangular_bread
+  level1: food
+  level2: triangular_bread Long Bread
+  level3: null
+  level4: null
+  level5: null
+- object_name: long_bread
+  level1: food
+  level2: long_bread
+  level3: null
+  level4: null
+  level5: null
+- object_name: chinese_cabbage
+  level1: food
+  level2: chinese_cabbage
+  level3: null
+  level4: null
+  level5: null
+- object_name: peach
+  level1: food
+  level2: peach
+  level3: null
+  level4: null
+  level5: null
+- object_name: can
+  level1: food
+  level2: can
+  level3: null
+  level4: null
+  level5: null
+- object_name: bathing_in_flowers
+  level1: daily_necessities
+  level2: bathing_in_flowers
+  level3: null
+  level4: null
+  level5: null
+- object_name: wok
+  level1: kitchen_supplies
+  level2: wok
+  level3: null
+  level4: null
+  level5: null
+- object_name: red_bull_canned_drink
+  level1: beverages
+  level2: wok
+  level3: null
+  level4: null
+  level5: null
+- object_name: eyeglass_case
+  level1: laboratory_supplies
+  level2: eyeglass_case
+  level3: null
+  level4: null
+  level5: null
+- object_name: coke (Slim Can)
+  level1: beverages
+  level2: coke (Slim Can)
+  level3: null
+  level4: null
+  level5: null
+- object_name: wahaha_AD_calcium
+  level1: beverages
+  level2: wahaha_AD_calcium
+  level3: null
+  level4: null
+  level5: null
+- object_name: brave_the_world_beer
+  level1: beverages
+  level2: brave_the_world_beer
+  level3: null
+  level4: null
+  level5: null
+- object_name: brave_the_world_beer
+  level1: beverages
+  level2: brave_the_world_beer
+  level3: null
+  level4: null
+  level5: null
+- object_name: shampoo
+  level1: daily_necessities
+  level2: shampoo
+  level3: null
+  level4: null
+  level5: null
+- object_name: cleanser
+  level1: daily_necessities
+  level2: cleanser
+  level3: null
+  level4: null
+  level5: null
+- object_name: sausage
+  level1: food
+  level2: sausage
+  level3: null
+  level4: null
+  level5: null
+- object_name: french_fries
+  level1: food
+  level2: french_fries
+  level3: null
+  level4: null
+  level5: null
+- object_name: purple_trash_bag
+  level1: trash
+  level2: purple_trash_bag
+  level3: null
+  level4: null
+  level5: null
+- object_name: red_date
+  level1: food
+  level2: red_date
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- pick up an item with a gripper and place it in a random container on the table.
+sub_tasks:
+- subtask: Grasp the pink towel with the right gripper
+  subtask_index: 0
+- subtask: Place the XX into the purple pot with the left gripper
+  subtask_index: 1
+- subtask: Grasp the yellow lemon with the right gripper
+  subtask_index: 2
+- subtask: Grasp the AD milk with the left gripper
+  subtask_index: 3
+- subtask: Place the plush banana into the pink bowl with the left gripper
+  subtask_index: 4
+- subtask: Place the beer into the purple pot with the right gripper
+  subtask_index: 5
+- subtask: Place the green lemon into the pink bowl with the right gripper
+  subtask_index: 6
+- subtask: Grasp the red bull with the right gripper
+  subtask_index: 7
+- subtask: Grasp the beer with the right gripper
+  subtask_index: 8
+- subtask: Place the hollow ring bread into the red pot with the left gripper
+  subtask_index: 9
+- subtask: Grasp the banana with the left gripper
+  subtask_index: 10
+- subtask: Place the yellow lemon into the pink bowl with the left gripper
+  subtask_index: 11
+- subtask: Place the yellow lemon into the blue bowl with the right gripper
+  subtask_index: 12
+- subtask: Grasp the pink laundry detergent with the left gripper
+  subtask_index: 13
+- subtask: Place the eggplant into the purple pot with the right gripper
+  subtask_index: 14
+- subtask: Grasp the apple with the right gripper
+  subtask_index: 15
+- subtask: Place the peach into the red pot with the left gripper
+  subtask_index: 16
+- subtask: Place the red bull into the blue bowl with the left gripper
+  subtask_index: 17
+- subtask: Place the blue garbage bag into the pen container with the right gripper
+  subtask_index: 18
+- subtask: Grasp the shampoo with the right gripper
+  subtask_index: 19
+- subtask: Place the plush banana into the pink bowl with the right gripper
+  subtask_index: 20
+- subtask: Place the banana into the red pot with the left gripper
+  subtask_index: 21
+- subtask: Place the apple into the red pot with the left gripper
+  subtask_index: 22
+- subtask: Place the round chewing gum into the pen container with the left gripper
+  subtask_index: 23
+- subtask: Place the beer into the pink pot with the left gripper
+  subtask_index: 24
+- subtask: Place the yellow cake into the pink bowl with the left gripper
+  subtask_index: 25
+- subtask: Place the tin into the red pot with the right gripper
+  subtask_index: 26
+- subtask: Place the blue garbage bag into the purple pot with the left gripper
+  subtask_index: 27
+- subtask: Place the croissant into the purple pot with the right gripper
+  subtask_index: 28
+- subtask: Place the shampoo into the blue bowl with the left gripper
+  subtask_index: 29
+- subtask: Grasp the yellow lemon with the left gripper
+  subtask_index: 30
+- subtask: Place the eyeglass case into the purple pot with the right gripper
+  subtask_index: 31
+- subtask: Grasp the white blackboard erasure with the left gripper
+  subtask_index: 32
+- subtask: Place the yogurt into the pink bowl with the right gripper
+  subtask_index: 33
+- subtask: Place the blue garbage bag into the pink pot with the right gripper
+  subtask_index: 34
+- subtask: Place the green lemon into the blue bowl with the left gripper
+  subtask_index: 35
+- subtask: Place the apple into the pink pot with the left gripper
+  subtask_index: 36
+- subtask: Grasp the eyeglass case with the right gripper
+  subtask_index: 37
+- subtask: Place the yellow cake into the blue bowl with the left gripper
+  subtask_index: 38
+- subtask: Place the red bull into the pen container with the right gripper
+  subtask_index: 39
+- subtask: Place the croissant into the pink bowl with the left gripper
+  subtask_index: 40
+- subtask: Grasp the shower sphere with the left gripper
+  subtask_index: 41
+- subtask: Grasp the yogurt with the right gripper
+  subtask_index: 42
+- subtask: Grasp the croissant with the left gripper
+  subtask_index: 43
+- subtask: Grasp the tin with the left gripper
+  subtask_index: 44
+- subtask: Grasp the long bread with the right gripper
+  subtask_index: 45
+- subtask: Grasp the hard facial cleanser with the left gripper
+  subtask_index: 46
+- subtask: Place the mango into the pink bowl with the left gripper
+  subtask_index: 47
+- subtask: Grasp the plush banana with the left gripper
+  subtask_index: 48
+- subtask: Place the pink laundry detergent  into the pen container with the left
+    gripper
+  subtask_index: 49
+- subtask: Place the soft facial cleanser into the pink bowl with the right gripper
+  subtask_index: 50
+- subtask: Grasp the peach with the right gripper
+  subtask_index: 51
+- subtask: Grasp the mango with the left gripper
+  subtask_index: 52
+- subtask: Place the round chewing gum into the pink pot with the left gripper
+  subtask_index: 53
+- subtask: Place the white blackboard erasure into the pink bowl with the left gripper
+  subtask_index: 54
+- subtask: Place the peach into the pink bowl with the left gripper
+  subtask_index: 55
+- subtask: Grasp the pear with the left gripper
+  subtask_index: 56
+- subtask: Place the tin into the pink pot with the left gripper
+  subtask_index: 57
+- subtask: Place the cleaning agent into the pen container with the left gripper
+  subtask_index: 58
+- subtask: Place the shampoo into the blue bowl with the right gripper
+  subtask_index: 59
+- subtask: Grasp the hollow ring bread with the right gripper
+  subtask_index: 60
+- subtask: Place the shower sphere into the pink bowl with the right gripper
+  subtask_index: 61
+- subtask: Place the pear into the purple pot with the left gripper
+  subtask_index: 62
+- subtask: Place the round chewing gum into the pen container with the right gripper
+  subtask_index: 63
+- subtask: Grasp the peach with the left gripper
+  subtask_index: 64
+- subtask: Grasp the long bread with the left gripper
+  subtask_index: 65
+- subtask: Grasp the eggplant with the right gripper
+  subtask_index: 66
+- subtask: Place the blue garbage bag into the pink bowl with the right gripper
+  subtask_index: 67
+- subtask: Place the croissant into the red pot with the left gripper
+  subtask_index: 68
+- subtask: Grasp the green lemon with the right gripper
+  subtask_index: 69
+- subtask: Place the beer into the blue bowl with the left gripper
+  subtask_index: 70
+- subtask: Place the shampoo into the purple pot with the right gripper
+  subtask_index: 71
+- subtask: Grasp the shampoo  with the left gripper
+  subtask_index: 72
+- subtask: Place the pink towel into the red pot with the left gripper
+  subtask_index: 73
+- subtask: Place the peach into the purple pot with the right gripper
+  subtask_index: 74
+- subtask: End
+  subtask_index: 75
+- subtask: Place the mint candy into the pink bowl with the right gripper
+  subtask_index: 76
+- subtask: Place the eggplant into the pen container with the right gripper
+  subtask_index: 77
+- subtask: Grasp the beer with the left gripper
+  subtask_index: 78
+- subtask: Place the AD milk into the pen container with the left gripper
+  subtask_index: 79
+- subtask: Place the banana into the pink bowl with the left gripper
+  subtask_index: 80
+- subtask: 'Grasp the tin with the right gripper
+
+    '
+  subtask_index: 81
+- subtask: Place the tin into the pink pot with the right gripper
+  subtask_index: 82
+- subtask: Place the AD milk into the pink pot with the left gripper
+  subtask_index: 83
+- subtask: Place the shower sphere into the purple pot with the right gripper
+  subtask_index: 84
+- subtask: Place the long bread into the red pot with the left gripper
+  subtask_index: 85
+- subtask: Grasp the yellow cake with the right gripper
+  subtask_index: 86
+- subtask: Grasp the croissant with the right gripper
+  subtask_index: 87
+- subtask: Grasp the red bull with the left gripper
+  subtask_index: 88
+- subtask: Place the peach into the pink bowl with the right gripper
+  subtask_index: 89
+- subtask: Place the tin into the pen container with the right gripper
+  subtask_index: 90
+- subtask: Place the long bread into the purple pot with the right gripper
+  subtask_index: 91
+- subtask: Place the orange into the pink pot with the left gripper
+  subtask_index: 92
+- subtask: Place the yellow cake into the blue bowl with the right gripper
+  subtask_index: 93
+- subtask: Grasp the pink towel with the left gripper
+  subtask_index: 94
+- subtask: Place the croissant into the pink bowl with the right gripper
+  subtask_index: 95
+- subtask: Place the hard facial cleanser into the pink bowl with the left gripper
+  subtask_index: 96
+- subtask: Place the round chewing gum into the red pot with the right gripper
+  subtask_index: 97
+- subtask: Grasp the blue garbage bag with the right gripper
+  subtask_index: 98
+- subtask: Grasp the tin with the right gripper
+  subtask_index: 99
+- subtask: Grasp the orange with the left gripper
+  subtask_index: 100
+- subtask: Grasp the blue garbage bag with the left gripper
+  subtask_index: 101
+- subtask: Place the shower sphere into the pink bowl with the left gripper
+  subtask_index: 102
+- subtask: Place the yogurt into the red pot with the right gripper
+  subtask_index: 103
+- subtask: Place the peach into the pink pot with the right gripper
+  subtask_index: 104
+- subtask: Grasp the hollow ring bread with the left gripper
+  subtask_index: 105
+- subtask: Grasp the apple with the left gripper
+  subtask_index: 106
+- subtask: Place the tin into the red pot with the left gripper
+  subtask_index: 107
+- subtask: Place the beer into the red pot with the left gripper
+  subtask_index: 108
+- subtask: Place the blue garbage bag into the pink bowl with the left gripper
+  subtask_index: 109
+- subtask: Place the mango into the purple pot with the right gripper
+  subtask_index: 110
+- subtask: Place the tin into the blue bowl with the left gripper
+  subtask_index: 111
+- subtask: Place the apple into the blue bowl with the left gripper
+  subtask_index: 112
+- subtask: Grasp the shower sphere with the right gripper
+  subtask_index: 113
+- subtask: Place the red bull into the pink bowl with the left gripper
+  subtask_index: 114
+- subtask: Grasp the yellow cake with the left gripper
+  subtask_index: 115
+- subtask: Grasp the round chewing gum with the right gripper
+  subtask_index: 116
+- subtask: Grasp the cleaning agent with the left gripper
+  subtask_index: 117
+- subtask: Place the coke into the pink pot with the left gripper
+  subtask_index: 118
+- subtask: Place the pink towelinto the pink bowl with the right gripper
+  subtask_index: 119
+- subtask: Grasp the round chewing gum with the left gripper
+  subtask_index: 120
+- subtask: Place the green lemon into the purple pot with the left gripper
+  subtask_index: 121
+- subtask: Place the hollow ring bread into the purple pot with the right gripper
+  subtask_index: 122
+- subtask: Place the peach into the purple pot with the left gripper
+  subtask_index: 123
+- subtask: Place the yellow cake into the pen container with the right gripper
+  subtask_index: 124
+- subtask: Place the apple into the pink pot with the right gripper
+  subtask_index: 125
+- subtask: Place the red bull into the pink pot with the right gripper
+  subtask_index: 126
+- subtask: Place the tin into the purple pot with the left gripper
+  subtask_index: 127
+- subtask: Place the yellow lemon into the pink bowl with the right gripper
+  subtask_index: 128
+- subtask: Grasp the mango with the right gripper
+  subtask_index: 129
+- subtask: Place the banana into the red pot with the right gripper
+  subtask_index: 130
+- subtask: Grasp the mint candy with the right gripper
+  subtask_index: 131
+- subtask: Place the apple  into the pink bowl with the left gripper
+  subtask_index: 132
+- subtask: Grasp the soft facial cleanser with the right gripper
+  subtask_index: 133
+- subtask: Grasp the green lemon with the left gripper
+  subtask_index: 134
+- subtask: Place the red bull into the red pot with the left gripper
+  subtask_index: 135
+- subtask: Grasp the coke  with the left gripper
+  subtask_index: 136
+- subtask: Place the cleaning agent into the pink bowl with the left gripper
+  subtask_index: 137
+- subtask: Grasp the banana with the right gripper
+  subtask_index: 138
+- subtask: Grasp the plush banana with the right gripper
+  subtask_index: 139
+- subtask: 'null'
+  subtask_index: 140
+atomic_actions:
+- grasp
+- lift
+- lower
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 99
+  total_frames: 49237
+  fps: 30
+  total_tasks: 141
+  total_videos: 297
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 855.52 MB
+frame_num: 49237
+dataset_size: 855.52 MB
+data_structure: 'Agilex_Cobot_Magic_storage_object_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- backup
+
+  |   |-- data
+
+  |   |   `-- chunk-000
+
+  |   `-- meta
+
+  |       |-- episodes.jsonl
+
+  |       |-- episodes_stats.jsonl
+
+  |       |-- info.json
+
+  |       `-- tasks.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (87 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:98
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_storage_object_closest_apple.yaml

@@ -0,0 +1,561 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_storage_object_closest_apple
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: office_workspace
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+  level1: home_storage
+  level2: table
+  level3: null
+  level4: null
+  level5: null
+- object_name: brown_basket
+  level1: home_storage
+  level2: brown_basket
+  level3: null
+  level4: null
+  level5: null
+- object_name: mango
+  level1: food
+  level2: mango
+  level3: null
+  level4: null
+  level5: null
+- object_name: apple
+  level1: food
+  level2: apple
+  level3: null
+  level4: null
+  level5: null
+- object_name: rubik's_cube
+  level1: toys
+  level2: rubik's_cube
+  level3: null
+  level4: null
+  level5: null
+- object_name: whiteboard_erasers
+  level1: stationery
+  level2: whiteboard_erasers
+  level3: null
+  level4: null
+  level5: null
+- object_name: bathing_in_flowers
+  level1: daily_necessities
+  level2: bathing_in_flowers
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- use a picker to grab the item closest to the apple and place it in the basket.
+sub_tasks:
+- subtask: Grasp the Rubik's Cube with the left gripper
+  subtask_index: 0
+- subtask: Grasp the chalkboard eraser with the right gripper
+  subtask_index: 1
+- subtask: Place the chalkboard eraser into the basket with the right gripper
+  subtask_index: 2
+- subtask: Place the shower sphere into the basket with the left gripper
+  subtask_index: 3
+- subtask: Place the mango into the basket with the right gripper
+  subtask_index: 4
+- subtask: Place the Rubik's Cube into the basket with the left gripper
+  subtask_index: 5
+- subtask: Place the shower sphere into the basket with the right gripper
+  subtask_index: 6
+- subtask: Grasp the mango with the right gripper
+  subtask_index: 7
+- subtask: Grasp the Rubik's Cube with the right gripper
+  subtask_index: 8
+- subtask: End
+  subtask_index: 9
+- subtask: Place the Rubik's Cube into the basket with the right gripper
+  subtask_index: 10
+- subtask: Grasp the mango with the left gripper
+  subtask_index: 11
+- subtask: Place the mango into the basket with the left gripper
+  subtask_index: 12
+- subtask: Grasp the shower sphere with the right gripper
+  subtask_index: 13
+- subtask: Place the chalkboard eraser into the basket with the left gripper
+  subtask_index: 14
+- subtask: Grasp the shower sphere with the left gripper
+  subtask_index: 15
+- subtask: Grasp the chalkboard eraser with the left gripper
+  subtask_index: 16
+- subtask: 'null'
+  subtask_index: 17
+atomic_actions:
+- grasp
+- lift
+- lower
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 49
+  total_frames: 13231
+  fps: 30
+  total_tasks: 18
+  total_videos: 147
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 189.68 MB
+frame_num: 13231
+dataset_size: 189.68 MB
+data_structure: 'Agilex_Cobot_Magic_storage_object_closest_apple_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- backup
+
+  |   |-- data
+
+  |   |   `-- chunk-000
+
+  |   `-- meta
+
+  |       |-- episodes.jsonl
+
+  |       |-- episodes_stats.jsonl
+
+  |       |-- info.json
+
+  |       `-- tasks.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (37 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:48
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Airbot_MMK2_move_book_front.yaml

@@ -1,14 +1,35 @@
-path: Airbot_MMK2_move_book_front
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
 dataset_name: Airbot_MMK2_move_book_front
-robot_type: ''
-end_effector_type:
-- five_finger_gripper
-scene_type: []
-atomic_actions:
-- grasp
-- pick
-- place
-tasks: Deliver the yellow book from left gripper to right gripper
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: household
+  level2: study_room
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
 objects:
 - object_name: book
   level1: stationery
@@ -16,111 +37,451 @@ objects:
   level3: null
   level4: null
   level5: null
-operation_platform_height: 77.2
-frame_range: 0-10519
-dataset_size: 396.4MB
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- pick up the book with your left hand and hand it to your right hand, then place
+  it on top of another book.
+sub_tasks:
+- subtask: Deliver the yellow book from left gripper to right gripper
+  subtask_index: 0
+- subtask: Place the yellow book on the white book with the right gripper
+  subtask_index: 1
+- subtask: Grasp the yellow book with the left gripper
+  subtask_index: 2
+- subtask: Static
+  subtask_index: 3
+- subtask: End
+  subtask_index: 4
+- subtask: 'null'
+  subtask_index: 5
+atomic_actions:
+- grasp
+- pick
+- place
+robot_name:
+- Airbot_MMK2
+end_effector_type: five_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+- cam_front_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_front_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
 statistics:
   total_episodes: 49
   total_frames: 10519
-  total_tasks: 1
+  fps: 30
+  total_tasks: 6
   total_videos: 196
   total_chunks: 1
   chunks_size: 1000
-  fps: 30
-dataset_uuid: 76889c9d-1f69-4822-b205-536409786515
-language:
-- en
-- zh
-task_categories:
-- robotics
-sub_tasks:
-- Deliver the yellow book from left gripper to right gripper
-- Place the yellow book on the white book with the right gripper
-- Grasp the yellow book with the left gripper
-- Static
-- End
-- 'null'
-annotations:
-  subtask_annotation: auto_generated
-  scene_annotation: auto_generated
-  eef_direction: auto_generated
-  eef_velocity: auto_generated
-  eef_acc_mag: auto_generated
-  gripper_mode: auto_generated
-  gripper_activity: auto_generated
+  state_dim: 36
+  action_dim: 36
+  camera_views: 4
+  dataset_size: 396.69 MB
+frame_num: 10519
+dataset_size: 396.69 MB
+data_structure: 'Airbot_MMK2_move_book_front_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (37 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_front_rgb
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:48
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_front_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 36
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_hand_joint_1_rad
+    - left_hand_joint_2_rad
+    - left_hand_joint_3_rad
+    - left_hand_joint_4_rad
+    - left_hand_joint_5_rad
+    - left_hand_joint_6_rad
+    - left_hand_joint_7_rad
+    - left_hand_joint_8_rad
+    - left_hand_joint_9_rad
+    - left_hand_joint_10_rad
+    - left_hand_joint_11_rad
+    - left_hand_joint_12_rad
+    - right_hand_joint_1_rad
+    - right_hand_joint_2_rad
+    - right_hand_joint_3_rad
+    - right_hand_joint_4_rad
+    - right_hand_joint_5_rad
+    - right_hand_joint_6_rad
+    - right_hand_joint_7_rad
+    - right_hand_joint_8_rad
+    - right_hand_joint_9_rad
+    - right_hand_joint_10_rad
+    - right_hand_joint_11_rad
+    - right_hand_joint_12_rad
+  action:
+    dtype: float32
+    shape:
+    - 36
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_hand_joint_1_rad
+    - left_hand_joint_2_rad
+    - left_hand_joint_3_rad
+    - left_hand_joint_4_rad
+    - left_hand_joint_5_rad
+    - left_hand_joint_6_rad
+    - left_hand_joint_7_rad
+    - left_hand_joint_8_rad
+    - left_hand_joint_9_rad
+    - left_hand_joint_10_rad
+    - left_hand_joint_11_rad
+    - left_hand_joint_12_rad
+    - right_hand_joint_1_rad
+    - right_hand_joint_2_rad
+    - right_hand_joint_3_rad
+    - right_hand_joint_4_rad
+    - right_hand_joint_5_rad
+    - right_hand_joint_6_rad
+    - right_hand_joint_7_rad
+    - right_hand_joint_8_rad
+    - right_hand_joint_9_rad
+    - right_hand_joint_10_rad
+    - right_hand_joint_11_rad
+    - right_hand_joint_12_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
 authors:
   contributed_by:
-  - name: RoboCOIN
-    url: https://flagopen.github.io/RoboCOIN/
-    affiliation: RoboCOIN Team
-  annotated_by:
-  - name: RoboCOIN
-    url: https://flagopen.github.io/RoboCOIN/
-    affiliation: RoboCOIN Team
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
 homepage: https://flagopen.github.io/RoboCOIN/
 paper: https://arxiv.org/abs/2511.17441
 repository: https://github.com/FlagOpen/RoboCOIN
-license: apache-2.0
-tags:
-- RoboCOIN
-- LeRobot
-citation_bibtex: "@article{robocoin,\n    title={RoboCOIN: An Open-Sourced Bimanual\
-  \ Robotic Data Collection for Integrated Manipulation},\n    author={Shihan Wu,\
-  \ Xuecheng Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai\
-  \ Zhu, Hongyu Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang\
-  \ Ni, Xiang Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang,\
-  \ Chenghao Jin, Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu\
-  \ Cao, Xiansheng Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng\
-  \ Chi, Sixiang Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu,\
-  \ Xi Yang, Yance Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu\
-  \ Liu, Ji Zhang, Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng,\
-  \ Zhiqiang Xie, Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing\
-  \ Zheng, Hao Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang,\
-  \ YuXi Qian, Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang,\
-  \ Hao Dong, He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang\
-  \ Zhang, Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n    journal={arXiv preprint\
-  \ arXiv:2511.17441},\n    url = {https://arxiv.org/abs/2511.17441},\n    year={2025}\n\
-  \    }"
-depth_enabled: false
-data_schema: "Airbot_MMK2_move_book_front_qced_hardlink/\n├── annotations/\n│   ├──\
-  \ eef_acc_mag_annotation.jsonl\n│   ├── eef_direction_annotation.jsonl\n│   ├──\
-  \ eef_velocity_annotation.jsonl\n│   ├── gripper_activity_annotation.jsonl\n│  \
-  \ ├── gripper_mode_annotation.jsonl\n│   └── (...)\n├── data/\n│   └── chunk-000/\n\
-  │       ├── episode_000000.parquet\n│       ├── episode_000001.parquet\n│      \
-  \ ├── episode_000002.parquet\n│       ├── episode_000003.parquet\n│       ├── episode_000004.parquet\n\
-  │       └── (...)\n├── meta/\n│   ├── episodes.jsonl\n│   ├── episodes_stats.jsonl\n\
-  │   ├── info.json\n│   └── tasks.jsonl\n└── videos/\n    └── chunk-000/\n      \
-  \  ├── observation.images.cam_high_rgb/\n        │   ├── episode_000000.mp4\n  \
-  \      │   ├── episode_000001.mp4\n        │   ├── episode_000002.mp4\n        │\
-  \   ├── episode_000003.mp4\n        │   ├── episode_000004.mp4\n        │   └──\
-  \ (...)\n        ├── observation.images.cam_left_wrist_rgb/\n        │   ├── episode_000000.mp4\n\
-  \        │   ├── episode_000001.mp4\n        │   ├── episode_000002.mp4\n      \
-  \  │   ├── episode_000003.mp4\n        │   ├── episode_000004.mp4\n        │   └──\
-  \ (...)\n        ├── observation.images.cam_right_wrist_rgb/\n        │   ├── episode_000000.mp4\n\
-  \        │   ├── episode_000001.mp4\n        │   ├── episode_000002.mp4\n      \
-  \  │   ├── episode_000003.mp4\n        │   ├── episode_000004.mp4\n        │   └──\
-  \ (...)\n        └── observation.images.cam_third_view/\n            ├── episode_000000.mp4\n\
-  \            ├── episode_000001.mp4\n            ├── episode_000002.mp4\n      \
-  \      ├── episode_000003.mp4\n            ├── episode_000004.mp4\n            └──\
-  \ (...)"
-structure: "Airbot_MMK2_move_book_front_qced_hardlink/\n├── annotations/\n│   ├──\
-  \ eef_acc_mag_annotation.jsonl\n│   ├── eef_direction_annotation.jsonl\n│   ├──\
-  \ eef_velocity_annotation.jsonl\n│   ├── gripper_activity_annotation.jsonl\n│  \
-  \ ├── gripper_mode_annotation.jsonl\n│   └── (...)\n├── data/\n│   └── chunk-000/\n\
-  │       ├── episode_000000.parquet\n│       ├── episode_000001.parquet\n│      \
-  \ ├── episode_000002.parquet\n│       ├── episode_000003.parquet\n│       ├── episode_000004.parquet\n\
-  │       └── (...)\n├── meta/\n│   ├── episodes.jsonl\n│   ├── episodes_stats.jsonl\n\
-  │   ├── info.json\n│   └── tasks.jsonl\n└── videos/\n    └── chunk-000/\n      \
-  \  ├── observation.images.cam_high_rgb/\n        │   ├── episode_000000.mp4\n  \
-  \      │   ├── episode_000001.mp4\n        │   ├── episode_000002.mp4\n        │\
-  \   ├── episode_000003.mp4\n        │   ├── episode_000004.mp4\n        │   └──\
-  \ (...)\n        ├── observation.images.cam_left_wrist_rgb/\n        │   ├── episode_000000.mp4\n\
-  \        │   ├── episode_000001.mp4\n        │   ├── episode_000002.mp4\n      \
-  \  │   ├── episode_000003.mp4\n        │   ├── episode_000004.mp4\n        │   └──\
-  \ (...)\n        ├── observation.images.cam_right_wrist_rgb/\n        │   ├── episode_000000.mp4\n\
-  \        │   ├── episode_000001.mp4\n        │   ├── episode_000002.mp4\n      \
-  \  │   ├── episode_000003.mp4\n        │   ├── episode_000004.mp4\n        │   └──\
-  \ (...)\n        └── observation.images.cam_third_view/\n            ├── episode_000000.mp4\n\
-  \            ├── episode_000001.mp4\n            ├── episode_000002.mp4\n      \
-  \      ├── episode_000003.mp4\n            ├── episode_000004.mp4\n            └──\
-  \ (...)"
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_front_rgb/episode_000000.mp4

dataset_info/Airbot_MMK2_stack_bowl.yaml

@@ -0,0 +1,486 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Airbot_MMK2_stack_bowl
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: catering
+  level2: restaurant
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: bowl
+  level1: plastic_bowls
+  level2: bowl
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- put the small bowl into the big bowl by hand.
+sub_tasks:
+- subtask: Grasp the white bowl with the left gripper
+  subtask_index: 0
+- subtask: Abnormal
+  subtask_index: 1
+- subtask: Place the white bowl on the pink bowl with the left gripper
+  subtask_index: 2
+- subtask: End
+  subtask_index: 3
+- subtask: Static
+  subtask_index: 4
+- subtask: 'null'
+  subtask_index: 5
+atomic_actions:
+- grasp
+- pick
+- place
+robot_name:
+- Airbot_MMK2
+end_effector_type: five_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+- cam_front_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_front_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 9073
+  fps: 30
+  total_tasks: 6
+  total_videos: 200
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 36
+  action_dim: 36
+  camera_views: 4
+  dataset_size: 339.42 MB
+frame_num: 9073
+dataset_size: 339.42 MB
+data_structure: 'Airbot_MMK2_Airbot_MMK2_stack_bowl_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_front_rgb
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_front_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 36
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_hand_joint_1_rad
+    - left_hand_joint_2_rad
+    - left_hand_joint_3_rad
+    - left_hand_joint_4_rad
+    - left_hand_joint_5_rad
+    - left_hand_joint_6_rad
+    - left_hand_joint_7_rad
+    - left_hand_joint_8_rad
+    - left_hand_joint_9_rad
+    - left_hand_joint_10_rad
+    - left_hand_joint_11_rad
+    - left_hand_joint_12_rad
+    - right_hand_joint_1_rad
+    - right_hand_joint_2_rad
+    - right_hand_joint_3_rad
+    - right_hand_joint_4_rad
+    - right_hand_joint_5_rad
+    - right_hand_joint_6_rad
+    - right_hand_joint_7_rad
+    - right_hand_joint_8_rad
+    - right_hand_joint_9_rad
+    - right_hand_joint_10_rad
+    - right_hand_joint_11_rad
+    - right_hand_joint_12_rad
+  action:
+    dtype: float32
+    shape:
+    - 36
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_hand_joint_1_rad
+    - left_hand_joint_2_rad
+    - left_hand_joint_3_rad
+    - left_hand_joint_4_rad
+    - left_hand_joint_5_rad
+    - left_hand_joint_6_rad
+    - left_hand_joint_7_rad
+    - left_hand_joint_8_rad
+    - left_hand_joint_9_rad
+    - left_hand_joint_10_rad
+    - left_hand_joint_11_rad
+    - left_hand_joint_12_rad
+    - right_hand_joint_1_rad
+    - right_hand_joint_2_rad
+    - right_hand_joint_3_rad
+    - right_hand_joint_4_rad
+    - right_hand_joint_5_rad
+    - right_hand_joint_6_rad
+    - right_hand_joint_7_rad
+    - right_hand_joint_8_rad
+    - right_hand_joint_9_rad
+    - right_hand_joint_10_rad
+    - right_hand_joint_11_rad
+    - right_hand_joint_12_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_front_rgb/episode_000000.mp4

dataset_info/Airbot_MMK2_storage_block_BBs.yaml

@@ -0,0 +1,499 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Airbot_MMK2_storage_block_BBs
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: scene_level1
+  level2: scene_level2
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: null
+  level1: bb_pellets
+  level2: ball
+  level3: bb_pellets
+  level4: null
+  level5: null
+- object_name: null
+  level1: bowl
+  level2: bowl
+  level3: bowl
+  level4: null
+  level5: null
+- object_name: null
+  level1: building_blocks
+  level2: rectangular_building_blocks
+  level3: building_blocks
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- put the bb pellets and rectangular building blocks into the bowl.
+sub_tasks:
+- subtask: Place the green cuboid block into the bowl with the right gripper
+  subtask_index: 0
+- subtask: Grasp the green cuboid block with the right gripper
+  subtask_index: 1
+- subtask: Grasp the bullet with the left gripper
+  subtask_index: 2
+- subtask: Place the bullet into the bowl with the left gripper
+  subtask_index: 3
+- subtask: End
+  subtask_index: 4
+- subtask: 'null'
+  subtask_index: 5
+atomic_actions:
+- pick
+- clip
+- place
+- lift
+robot_name:
+- Airbot_MMK2
+end_effector_type: five_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+- cam_front_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_front_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 48
+  total_frames: 8640
+  fps: 30
+  total_tasks: 6
+  total_videos: 192
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 36
+  action_dim: 36
+  camera_views: 4
+  dataset_size: 282.66 MB
+frame_num: 8640
+dataset_size: 282.66 MB
+data_structure: 'Airbot_MMK2_storage_block_BBs_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (36 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_front_rgb
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:47
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_front_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 36
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_hand_joint_1_rad
+    - left_hand_joint_2_rad
+    - left_hand_joint_3_rad
+    - left_hand_joint_4_rad
+    - left_hand_joint_5_rad
+    - left_hand_joint_6_rad
+    - left_hand_joint_7_rad
+    - left_hand_joint_8_rad
+    - left_hand_joint_9_rad
+    - left_hand_joint_10_rad
+    - left_hand_joint_11_rad
+    - left_hand_joint_12_rad
+    - right_hand_joint_1_rad
+    - right_hand_joint_2_rad
+    - right_hand_joint_3_rad
+    - right_hand_joint_4_rad
+    - right_hand_joint_5_rad
+    - right_hand_joint_6_rad
+    - right_hand_joint_7_rad
+    - right_hand_joint_8_rad
+    - right_hand_joint_9_rad
+    - right_hand_joint_10_rad
+    - right_hand_joint_11_rad
+    - right_hand_joint_12_rad
+  action:
+    dtype: float32
+    shape:
+    - 36
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_hand_joint_1_rad
+    - left_hand_joint_2_rad
+    - left_hand_joint_3_rad
+    - left_hand_joint_4_rad
+    - left_hand_joint_5_rad
+    - left_hand_joint_6_rad
+    - left_hand_joint_7_rad
+    - left_hand_joint_8_rad
+    - left_hand_joint_9_rad
+    - left_hand_joint_10_rad
+    - left_hand_joint_11_rad
+    - left_hand_joint_12_rad
+    - right_hand_joint_1_rad
+    - right_hand_joint_2_rad
+    - right_hand_joint_3_rad
+    - right_hand_joint_4_rad
+    - right_hand_joint_5_rad
+    - right_hand_joint_6_rad
+    - right_hand_joint_7_rad
+    - right_hand_joint_8_rad
+    - right_hand_joint_9_rad
+    - right_hand_joint_10_rad
+    - right_hand_joint_11_rad
+    - right_hand_joint_12_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_front_rgb/episode_000000.mp4

dataset_info/Airbot_MMK2_storage_block_tape_measure.yaml

@@ -0,0 +1,509 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Airbot_MMK2_storage_block_tape_measure
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: household
+  level2: kitchen
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: ruler_set
+  level1: stationery
+  level2: ruler_set
+  level3: null
+  level4: null
+  level5: null
+- object_name: building_blocks
+  level1: toys
+  level2: building_blocks
+  level3: null
+  level4: null
+  level5: null
+- object_name: bowl
+  level1: kitchen_supplies
+  level2: bowl
+  level3: null
+  level4: null
+  level5: null
+- object_name: plate
+  level1: kitchen_supplies
+  level2: plate
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- place the building blocks in the bowl with left hand and the ruler in the plate
+  with right hand.
+sub_tasks:
+- subtask: Place the tape measure into the pink plate with the right gripper
+  subtask_index: 0
+- subtask: Grasp the tape measure with the right gripper
+  subtask_index: 1
+- subtask: Place the green rectangular block into the blue bowl with the left gripper
+  subtask_index: 2
+- subtask: Static
+  subtask_index: 3
+- subtask: Grasp the green rectangular block with the left gripper
+  subtask_index: 4
+- subtask: Abnormal
+  subtask_index: 5
+- subtask: End
+  subtask_index: 6
+- subtask: 'null'
+  subtask_index: 7
+atomic_actions:
+- grasp
+- pick
+- place
+robot_name:
+- Airbot_MMK2
+end_effector_type: five_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+- cam_front_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_front_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 48
+  total_frames: 8921
+  fps: 30
+  total_tasks: 8
+  total_videos: 192
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 36
+  action_dim: 36
+  camera_views: 4
+  dataset_size: 371.90 MB
+frame_num: 8921
+dataset_size: 371.90 MB
+data_structure: 'Airbot_MMK2_storage_block_tape_measure_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (36 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_front_rgb
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:47
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_front_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 36
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_hand_joint_1_rad
+    - left_hand_joint_2_rad
+    - left_hand_joint_3_rad
+    - left_hand_joint_4_rad
+    - left_hand_joint_5_rad
+    - left_hand_joint_6_rad
+    - left_hand_joint_7_rad
+    - left_hand_joint_8_rad
+    - left_hand_joint_9_rad
+    - left_hand_joint_10_rad
+    - left_hand_joint_11_rad
+    - left_hand_joint_12_rad
+    - right_hand_joint_1_rad
+    - right_hand_joint_2_rad
+    - right_hand_joint_3_rad
+    - right_hand_joint_4_rad
+    - right_hand_joint_5_rad
+    - right_hand_joint_6_rad
+    - right_hand_joint_7_rad
+    - right_hand_joint_8_rad
+    - right_hand_joint_9_rad
+    - right_hand_joint_10_rad
+    - right_hand_joint_11_rad
+    - right_hand_joint_12_rad
+  action:
+    dtype: float32
+    shape:
+    - 36
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_hand_joint_1_rad
+    - left_hand_joint_2_rad
+    - left_hand_joint_3_rad
+    - left_hand_joint_4_rad
+    - left_hand_joint_5_rad
+    - left_hand_joint_6_rad
+    - left_hand_joint_7_rad
+    - left_hand_joint_8_rad
+    - left_hand_joint_9_rad
+    - left_hand_joint_10_rad
+    - left_hand_joint_11_rad
+    - left_hand_joint_12_rad
+    - right_hand_joint_1_rad
+    - right_hand_joint_2_rad
+    - right_hand_joint_3_rad
+    - right_hand_joint_4_rad
+    - right_hand_joint_5_rad
+    - right_hand_joint_6_rad
+    - right_hand_joint_7_rad
+    - right_hand_joint_8_rad
+    - right_hand_joint_9_rad
+    - right_hand_joint_10_rad
+    - right_hand_joint_11_rad
+    - right_hand_joint_12_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_front_rgb/episode_000000.mp4

dataset_info/Airbot_MMK2_storage_bowl_wet_wipes.yaml

@@ -1,30 +1,51 @@
-path: Airbot_MMK2_storage_bowl_wet_wipes
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
 dataset_name: Airbot_MMK2_storage_bowl_wet_wipes
-robot_type: ''
-end_effector_type:
-- five_finger_gripper
-scene_type: []
-atomic_actions:
-- grasp
-- pick
-- place
-tasks: Place the  wet wipes into the bowl with the left gripper
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: commercial_convenience
+  level2: supermarket
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
 objects:
 - object_name: table
-  level1: furniture
+  level1: home_storage
   level2: table
   level3: null
   level4: null
   level5: null
-- object_name: rectangular_plate
+- object_name: plastic_bowls
   level1: kitchen_supplies
-  level2: rectangular_plate
+  level2: plastic_bowls
   level3: null
   level4: null
   level5: null
-- object_name: plastic_bowls
+- object_name: rectangular_plate
   level1: kitchen_supplies
-  level2: plastic_bowls
+  level2: rectangular_plate
   level3: null
   level4: null
   level5: null
@@ -34,112 +55,452 @@ objects:
   level3: null
   level4: null
   level5: null
-operation_platform_height: 77.2
-frame_range: 0-13058
-dataset_size: 425.0MB
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- put the bowl and wet wipes on the plate.
+sub_tasks:
+- subtask: Place the  wet wipes into the bowl with the left gripper
+  subtask_index: 0
+- subtask: Place the  bowl on the plate with the right gripper
+  subtask_index: 1
+- subtask: Static
+  subtask_index: 2
+- subtask: Grasp the wet wipes with the left gripper
+  subtask_index: 3
+- subtask: End
+  subtask_index: 4
+- subtask: Grasp the bowl with the right gripper
+  subtask_index: 5
+- subtask: 'null'
+  subtask_index: 6
+atomic_actions:
+- grasp
+- pick
+- place
+robot_name:
+- Airbot_MMK2
+end_effector_type: five_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+- cam_front_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_front_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
 statistics:
   total_episodes: 50
   total_frames: 13058
-  total_tasks: 1
+  fps: 30
+  total_tasks: 7
   total_videos: 200
   total_chunks: 1
   chunks_size: 1000
-  fps: 30
-dataset_uuid: 02ae73d2-a9a0-465e-af14-eabdbfb11aa1
-language:
-- en
-- zh
-task_categories:
-- robotics
-sub_tasks:
-- Place the  wet wipes into the bowl with the left gripper
-- Place the  bowl on the plate with the right gripper
-- Static
-- Grasp the wet wipes with the left gripper
-- End
-- Grasp the bowl with the right gripper
-- 'null'
-annotations:
-  subtask_annotation: auto_generated
-  scene_annotation: auto_generated
-  eef_direction: auto_generated
-  eef_velocity: auto_generated
-  eef_acc_mag: auto_generated
-  gripper_mode: auto_generated
-  gripper_activity: auto_generated
+  state_dim: 36
+  action_dim: 36
+  camera_views: 4
+  dataset_size: 425.41 MB
+frame_num: 13058
+dataset_size: 425.41 MB
+data_structure: 'Airbot_MMK2_storage_bowl_wet_wipes_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_front_rgb
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_front_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 36
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_hand_joint_1_rad
+    - left_hand_joint_2_rad
+    - left_hand_joint_3_rad
+    - left_hand_joint_4_rad
+    - left_hand_joint_5_rad
+    - left_hand_joint_6_rad
+    - left_hand_joint_7_rad
+    - left_hand_joint_8_rad
+    - left_hand_joint_9_rad
+    - left_hand_joint_10_rad
+    - left_hand_joint_11_rad
+    - left_hand_joint_12_rad
+    - right_hand_joint_1_rad
+    - right_hand_joint_2_rad
+    - right_hand_joint_3_rad
+    - right_hand_joint_4_rad
+    - right_hand_joint_5_rad
+    - right_hand_joint_6_rad
+    - right_hand_joint_7_rad
+    - right_hand_joint_8_rad
+    - right_hand_joint_9_rad
+    - right_hand_joint_10_rad
+    - right_hand_joint_11_rad
+    - right_hand_joint_12_rad
+  action:
+    dtype: float32
+    shape:
+    - 36
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_hand_joint_1_rad
+    - left_hand_joint_2_rad
+    - left_hand_joint_3_rad
+    - left_hand_joint_4_rad
+    - left_hand_joint_5_rad
+    - left_hand_joint_6_rad
+    - left_hand_joint_7_rad
+    - left_hand_joint_8_rad
+    - left_hand_joint_9_rad
+    - left_hand_joint_10_rad
+    - left_hand_joint_11_rad
+    - left_hand_joint_12_rad
+    - right_hand_joint_1_rad
+    - right_hand_joint_2_rad
+    - right_hand_joint_3_rad
+    - right_hand_joint_4_rad
+    - right_hand_joint_5_rad
+    - right_hand_joint_6_rad
+    - right_hand_joint_7_rad
+    - right_hand_joint_8_rad
+    - right_hand_joint_9_rad
+    - right_hand_joint_10_rad
+    - right_hand_joint_11_rad
+    - right_hand_joint_12_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
 authors:
   contributed_by:
-  - name: RoboCOIN
-    url: https://flagopen.github.io/RoboCOIN/
-    affiliation: RoboCOIN Team
-  annotated_by:
-  - name: RoboCOIN
-    url: https://flagopen.github.io/RoboCOIN/
-    affiliation: RoboCOIN Team
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
 homepage: https://flagopen.github.io/RoboCOIN/
 paper: https://arxiv.org/abs/2511.17441
 repository: https://github.com/FlagOpen/RoboCOIN
-license: apache-2.0
-tags:
-- RoboCOIN
-- LeRobot
-citation_bibtex: "@article{robocoin,\n    title={RoboCOIN: An Open-Sourced Bimanual\
-  \ Robotic Data Collection for Integrated Manipulation},\n    author={Shihan Wu,\
-  \ Xuecheng Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai\
-  \ Zhu, Hongyu Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang\
-  \ Ni, Xiang Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang,\
-  \ Chenghao Jin, Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu\
-  \ Cao, Xiansheng Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng\
-  \ Chi, Sixiang Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu,\
-  \ Xi Yang, Yance Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu\
-  \ Liu, Ji Zhang, Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng,\
-  \ Zhiqiang Xie, Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing\
-  \ Zheng, Hao Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang,\
-  \ YuXi Qian, Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang,\
-  \ Hao Dong, He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang\
-  \ Zhang, Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n    journal={arXiv preprint\
-  \ arXiv:2511.17441},\n    url = {https://arxiv.org/abs/2511.17441},\n    year={2025}\n\
-  \    }"
-depth_enabled: false
-data_schema: "Airbot_MMK2_storage_bowl_wet_wipes_qced_hardlink/\n├── annotations/\n\
-  │   ├── eef_acc_mag_annotation.jsonl\n│   ├── eef_direction_annotation.jsonl\n│\
-  \   ├── eef_velocity_annotation.jsonl\n│   ├── gripper_activity_annotation.jsonl\n\
-  │   ├── gripper_mode_annotation.jsonl\n│   └── (...)\n├── data/\n│   └── chunk-000/\n\
-  │       ├── episode_000000.parquet\n│       ├── episode_000001.parquet\n│      \
-  \ ├── episode_000002.parquet\n│       ├── episode_000003.parquet\n│       ├── episode_000004.parquet\n\
-  │       └── (...)\n├── meta/\n│   ├── episodes.jsonl\n│   ├── episodes_stats.jsonl\n\
-  │   ├── info.json\n│   └── tasks.jsonl\n└── videos/\n    └── chunk-000/\n      \
-  \  ├── observation.images.cam_high_rgb/\n        │   ├── episode_000000.mp4\n  \
-  \      │   ├── episode_000001.mp4\n        │   ├── episode_000002.mp4\n        │\
-  \   ├── episode_000003.mp4\n        │   ├── episode_000004.mp4\n        │   └──\
-  \ (...)\n        ├── observation.images.cam_left_wrist_rgb/\n        │   ├── episode_000000.mp4\n\
-  \        │   ├── episode_000001.mp4\n        │   ├── episode_000002.mp4\n      \
-  \  │   ├── episode_000003.mp4\n        │   ├── episode_000004.mp4\n        │   └──\
-  \ (...)\n        ├── observation.images.cam_right_wrist_rgb/\n        │   ├─�� episode_000000.mp4\n\
-  \        │   ├── episode_000001.mp4\n        │   ├── episode_000002.mp4\n      \
-  \  │   ├── episode_000003.mp4\n        │   ├── episode_000004.mp4\n        │   └──\
-  \ (...)\n        └── observation.images.cam_third_view/\n            ├── episode_000000.mp4\n\
-  \            ├── episode_000001.mp4\n            ├── episode_000002.mp4\n      \
-  \      ├── episode_000003.mp4\n            ├── episode_000004.mp4\n            └──\
-  \ (...)"
-structure: "Airbot_MMK2_storage_bowl_wet_wipes_qced_hardlink/\n├── annotations/\n\
-  │   ├── eef_acc_mag_annotation.jsonl\n│   ├── eef_direction_annotation.jsonl\n│\
-  \   ├── eef_velocity_annotation.jsonl\n│   ├── gripper_activity_annotation.jsonl\n\
-  │   ├── gripper_mode_annotation.jsonl\n│   └── (...)\n├── data/\n│   └── chunk-000/\n\
-  │       ├── episode_000000.parquet\n│       ├── episode_000001.parquet\n│      \
-  \ ├── episode_000002.parquet\n│       ├── episode_000003.parquet\n│       ├── episode_000004.parquet\n\
-  │       └── (...)\n├── meta/\n│   ├── episodes.jsonl\n│   ├── episodes_stats.jsonl\n\
-  │   ├── info.json\n│   └── tasks.jsonl\n└── videos/\n    └── chunk-000/\n      \
-  \  ├── observation.images.cam_high_rgb/\n        │   ├── episode_000000.mp4\n  \
-  \      │   ├── episode_000001.mp4\n        │   ├── episode_000002.mp4\n        │\
-  \   ├── episode_000003.mp4\n        │   ├── episode_000004.mp4\n        │   └──\
-  \ (...)\n        ├── observation.images.cam_left_wrist_rgb/\n        │   ├── episode_000000.mp4\n\
-  \        │   ├── episode_000001.mp4\n        │   ├── episode_000002.mp4\n      \
-  \  │   ├── episode_000003.mp4\n        │   ├── episode_000004.mp4\n        │   └──\
-  \ (...)\n        ├── observation.images.cam_right_wrist_rgb/\n        │   ├── episode_000000.mp4\n\
-  \        │   ├── episode_000001.mp4\n        │   ├── episode_000002.mp4\n      \
-  \  │   ├── episode_000003.mp4\n        │   ├── episode_000004.mp4\n        │   └──\
-  \ (...)\n        └── observation.images.cam_third_view/\n            ├── episode_000000.mp4\n\
-  \            ├── episode_000001.mp4\n            ├── episode_000002.mp4\n      \
-  \      ├── episode_000003.mp4\n            ├── episode_000004.mp4\n            └──\
-  \ (...)"
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_front_rgb/episode_000000.mp4

dataset_info/Airbot_MMK2_storage_braised_pork_belly_shrimp.yaml

@@ -1,21 +1,36 @@
-path: Airbot_MMK2_storage_braised_pork_belly_shrimp
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
 dataset_name: Airbot_MMK2_storage_braised_pork_belly_shrimp
-robot_type: ''
-end_effector_type:
-- five_finger_gripper
-scene_type: []
-atomic_actions:
-- grasp
-- pick
-- place
-tasks: Place the braised pork in brown sauce into the plate with the left gripper
-objects:
-- object_name: plate
-  level1: kitchen_supplies
-  level2: plate
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: household
+  level2: kitchen
   level3: null
   level4: null
   level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
 - object_name: shrimp
   level1: prepared_dishes
   level2: shrimp
@@ -28,112 +43,458 @@ objects:
   level3: null
   level4: null
   level5: null
-operation_platform_height: 77.2
-frame_range: 0-5834
-dataset_size: 277.5MB
+- object_name: plate
+  level1: plates
+  level2: plate
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- put the braised pork and shrimp on the plate
+sub_tasks:
+- subtask: Place the braised pork in brown sauce into the plate with the left gripper
+  subtask_index: 0
+- subtask: Grasp the shrimp with the right gripper
+  subtask_index: 1
+- subtask: Place the shrimp into the plate with the right gripper
+  subtask_index: 2
+- subtask: Grasp the cake from the table and with the left gripper
+  subtask_index: 3
+- subtask: End
+  subtask_index: 4
+- subtask: Grasp the braised pork in brown sauce with the left gripper
+  subtask_index: 5
+- subtask: 'null'
+  subtask_index: 6
+atomic_actions:
+- grasp
+- pick
+- place
+robot_name:
+- Airbot_MMK2
+end_effector_type: five_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+- cam_front_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_front_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
 statistics:
   total_episodes: 38
   total_frames: 5834
-  total_tasks: 1
+  fps: 30
+  total_tasks: 7
   total_videos: 152
   total_chunks: 1
   chunks_size: 1000
-  fps: 30
-dataset_uuid: bc8cb44a-0607-4499-af4b-29d23baeed6f
-language:
-- en
-- zh
-task_categories:
-- robotics
-sub_tasks:
-- Place the braised pork in brown sauce into the plate with the left gripper
-- Grasp the shrimp with the right gripper
-- Place the shrimp into the plate with the right gripper
-- Grasp the cake from the table and with the left gripper
-- End
-- Grasp the braised pork in brown sauce with the left gripper
-- 'null'
-annotations:
-  subtask_annotation: auto_generated
-  scene_annotation: auto_generated
-  eef_direction: auto_generated
-  eef_velocity: auto_generated
-  eef_acc_mag: auto_generated
-  gripper_mode: auto_generated
-  gripper_activity: auto_generated
+  state_dim: 36
+  action_dim: 36
+  camera_views: 4
+  dataset_size: 277.59 MB
+frame_num: 5834
+dataset_size: 277.59 MB
+data_structure: 'Airbot_MMK2_storage_braised_pork_belly_shrimp_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (26 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_front_rgb
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:37
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_front_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 36
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_hand_joint_1_rad
+    - left_hand_joint_2_rad
+    - left_hand_joint_3_rad
+    - left_hand_joint_4_rad
+    - left_hand_joint_5_rad
+    - left_hand_joint_6_rad
+    - left_hand_joint_7_rad
+    - left_hand_joint_8_rad
+    - left_hand_joint_9_rad
+    - left_hand_joint_10_rad
+    - left_hand_joint_11_rad
+    - left_hand_joint_12_rad
+    - right_hand_joint_1_rad
+    - right_hand_joint_2_rad
+    - right_hand_joint_3_rad
+    - right_hand_joint_4_rad
+    - right_hand_joint_5_rad
+    - right_hand_joint_6_rad
+    - right_hand_joint_7_rad
+    - right_hand_joint_8_rad
+    - right_hand_joint_9_rad
+    - right_hand_joint_10_rad
+    - right_hand_joint_11_rad
+    - right_hand_joint_12_rad
+  action:
+    dtype: float32
+    shape:
+    - 36
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_hand_joint_1_rad
+    - left_hand_joint_2_rad
+    - left_hand_joint_3_rad
+    - left_hand_joint_4_rad
+    - left_hand_joint_5_rad
+    - left_hand_joint_6_rad
+    - left_hand_joint_7_rad
+    - left_hand_joint_8_rad
+    - left_hand_joint_9_rad
+    - left_hand_joint_10_rad
+    - left_hand_joint_11_rad
+    - left_hand_joint_12_rad
+    - right_hand_joint_1_rad
+    - right_hand_joint_2_rad
+    - right_hand_joint_3_rad
+    - right_hand_joint_4_rad
+    - right_hand_joint_5_rad
+    - right_hand_joint_6_rad
+    - right_hand_joint_7_rad
+    - right_hand_joint_8_rad
+    - right_hand_joint_9_rad
+    - right_hand_joint_10_rad
+    - right_hand_joint_11_rad
+    - right_hand_joint_12_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
 authors:
   contributed_by:
-  - name: RoboCOIN
-    url: https://flagopen.github.io/RoboCOIN/
-    affiliation: RoboCOIN Team
-  annotated_by:
-  - name: RoboCOIN
-    url: https://flagopen.github.io/RoboCOIN/
-    affiliation: RoboCOIN Team
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
 homepage: https://flagopen.github.io/RoboCOIN/
 paper: https://arxiv.org/abs/2511.17441
 repository: https://github.com/FlagOpen/RoboCOIN
-license: apache-2.0
-tags:
-- RoboCOIN
-- LeRobot
-citation_bibtex: "@article{robocoin,\n    title={RoboCOIN: An Open-Sourced Bimanual\
-  \ Robotic Data Collection for Integrated Manipulation},\n    author={Shihan Wu,\
-  \ Xuecheng Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai\
-  \ Zhu, Hongyu Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang\
-  \ Ni, Xiang Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang,\
-  \ Chenghao Jin, Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu\
-  \ Cao, Xiansheng Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng\
-  \ Chi, Sixiang Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu,\
-  \ Xi Yang, Yance Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu\
-  \ Liu, Ji Zhang, Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng,\
-  \ Zhiqiang Xie, Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing\
-  \ Zheng, Hao Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang,\
-  \ YuXi Qian, Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang,\
-  \ Hao Dong, He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang\
-  \ Zhang, Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n    journal={arXiv preprint\
-  \ arXiv:2511.17441},\n    url = {https://arxiv.org/abs/2511.17441},\n    year={2025}\n\
-  \    }"
-depth_enabled: false
-data_schema: "Airbot_MMK2_storage_braised_pork_belly_shrimp_qced_hardlink/\n├── annotations/\n\
-  │   ├── eef_acc_mag_annotation.jsonl\n│   ├── eef_direction_annotation.jsonl\n│\
-  \   ├── eef_velocity_annotation.jsonl\n│   ├── gripper_activity_annotation.jsonl\n\
-  │   ├── gripper_mode_annotation.jsonl\n│   └── (...)\n├── data/\n│   └── chunk-000/\n\
-  │       ├── episode_000000.parquet\n│       ├── episode_000001.parquet\n│      \
-  \ ├── episode_000002.parquet\n│       ├── episode_000003.parquet\n│       ├── episode_000004.parquet\n\
-  │       └── (...)\n├── meta/\n│   ├── episodes.jsonl\n│   ├── episodes_stats.jsonl\n\
-  │   ├── info.json\n│   └── tasks.jsonl\n└── videos/\n    └── chunk-000/\n      \
-  \  ├── observation.images.cam_high_rgb/\n        │   ├── episode_000000.mp4\n  \
-  \      │   ├── episode_000001.mp4\n        │   ├── episode_000002.mp4\n        │\
-  \   ├── episode_000003.mp4\n        │   ├── episode_000004.mp4\n        │   └──\
-  \ (...)\n        ├── observation.images.cam_left_wrist_rgb/\n        │   ├── episode_000000.mp4\n\
-  \        │   ├── episode_000001.mp4\n        │   ├── episode_000002.mp4\n      \
-  \  │   ├── episode_000003.mp4\n        │   ├── episode_000004.mp4\n        │   └──\
-  \ (...)\n        ├── observation.images.cam_right_wrist_rgb/\n        │   ├── episode_000000.mp4\n\
-  \        │   ��── episode_000001.mp4\n        │   ├── episode_000002.mp4\n      \
-  \  │   ├── episode_000003.mp4\n        │   ├── episode_000004.mp4\n        │   └──\
-  \ (...)\n        └── observation.images.cam_third_view/\n            ├── episode_000000.mp4\n\
-  \            ├── episode_000001.mp4\n            ├── episode_000002.mp4\n      \
-  \      ├── episode_000003.mp4\n            ├── episode_000004.mp4\n            └──\
-  \ (...)"
-structure: "Airbot_MMK2_storage_braised_pork_belly_shrimp_qced_hardlink/\n├── annotations/\n\
-  │   ├── eef_acc_mag_annotation.jsonl\n│   ├── eef_direction_annotation.jsonl\n│\
-  \   ├── eef_velocity_annotation.jsonl\n│   ├── gripper_activity_annotation.jsonl\n\
-  │   ├── gripper_mode_annotation.jsonl\n│   └── (...)\n├── data/\n│   └── chunk-000/\n\
-  │       ├── episode_000000.parquet\n│       ├── episode_000001.parquet\n│      \
-  \ ├── episode_000002.parquet\n│       ├── episode_000003.parquet\n│       ├── episode_000004.parquet\n\
-  │       └── (...)\n├── meta/\n│   ├── episodes.jsonl\n│   ├── episodes_stats.jsonl\n\
-  │   ├── info.json\n│   └── tasks.jsonl\n└── videos/\n    └── chunk-000/\n      \
-  \  ├── observation.images.cam_high_rgb/\n        │   ├── episode_000000.mp4\n  \
-  \      │   ├── episode_000001.mp4\n        │   ├── episode_000002.mp4\n        │\
-  \   ├── episode_000003.mp4\n        │   ├── episode_000004.mp4\n        │   └──\
-  \ (...)\n        ├── observation.images.cam_left_wrist_rgb/\n        │   ├── episode_000000.mp4\n\
-  \        │   ├── episode_000001.mp4\n        │   ├── episode_000002.mp4\n      \
-  \  │   ├── episode_000003.mp4\n        │   ├── episode_000004.mp4\n        │   └──\
-  \ (...)\n        ├── observation.images.cam_right_wrist_rgb/\n        │   ├── episode_000000.mp4\n\
-  \        │   ├── episode_000001.mp4\n        │   ├── episode_000002.mp4\n      \
-  \  │   ├── episode_000003.mp4\n        │   ├── episode_000004.mp4\n        │   └──\
-  \ (...)\n        └── observation.images.cam_third_view/\n            ├── episode_000000.mp4\n\
-  \            ├── episode_000001.mp4\n            ├── episode_000002.mp4\n      \
-  \      ├── episode_000003.mp4\n            ├── episode_000004.mp4\n            └──\
-  \ (...)"
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_front_rgb/episode_000000.mp4

dataset_info/Airbot_MMK2_storage_cake_cup.yaml

@@ -0,0 +1,496 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Airbot_MMK2_storage_cake_cup
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: catering
+  level2: cafe
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: cup
+  level1: cups
+  level2: cup
+  level3: null
+  level4: null
+  level5: null
+- object_name: ice_cream
+  level1: snacks
+  level2: ice_cream
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- put the ice cream into the cup
+sub_tasks:
+- subtask: Place the cake into the blue cup with the right gripper
+  subtask_index: 0
+- subtask: Grasp the cake with the left gripper
+  subtask_index: 1
+- subtask: Abnormal
+  subtask_index: 2
+- subtask: Grasp the cake with the right gripper
+  subtask_index: 3
+- subtask: Static
+  subtask_index: 4
+- subtask: Place the cake into the blue cup with the left gripper
+  subtask_index: 5
+- subtask: End
+  subtask_index: 6
+- subtask: 'null'
+  subtask_index: 7
+atomic_actions:
+- grasp
+- pick
+- place
+robot_name:
+- Airbot_MMK2
+end_effector_type: five_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+- cam_front_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_front_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 18739
+  fps: 30
+  total_tasks: 8
+  total_videos: 200
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 36
+  action_dim: 36
+  camera_views: 4
+  dataset_size: 730.92 MB
+frame_num: 18739
+dataset_size: 730.92 MB
+data_structure: 'Airbot_MMK2_storage_cake_cup_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_front_rgb
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_front_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 36
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_hand_joint_1_rad
+    - left_hand_joint_2_rad
+    - left_hand_joint_3_rad
+    - left_hand_joint_4_rad
+    - left_hand_joint_5_rad
+    - left_hand_joint_6_rad
+    - left_hand_joint_7_rad
+    - left_hand_joint_8_rad
+    - left_hand_joint_9_rad
+    - left_hand_joint_10_rad
+    - left_hand_joint_11_rad
+    - left_hand_joint_12_rad
+    - right_hand_joint_1_rad
+    - right_hand_joint_2_rad
+    - right_hand_joint_3_rad
+    - right_hand_joint_4_rad
+    - right_hand_joint_5_rad
+    - right_hand_joint_6_rad
+    - right_hand_joint_7_rad
+    - right_hand_joint_8_rad
+    - right_hand_joint_9_rad
+    - right_hand_joint_10_rad
+    - right_hand_joint_11_rad
+    - right_hand_joint_12_rad
+  action:
+    dtype: float32
+    shape:
+    - 36
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_hand_joint_1_rad
+    - left_hand_joint_2_rad
+    - left_hand_joint_3_rad
+    - left_hand_joint_4_rad
+    - left_hand_joint_5_rad
+    - left_hand_joint_6_rad
+    - left_hand_joint_7_rad
+    - left_hand_joint_8_rad
+    - left_hand_joint_9_rad
+    - left_hand_joint_10_rad
+    - left_hand_joint_11_rad
+    - left_hand_joint_12_rad
+    - right_hand_joint_1_rad
+    - right_hand_joint_2_rad
+    - right_hand_joint_3_rad
+    - right_hand_joint_4_rad
+    - right_hand_joint_5_rad
+    - right_hand_joint_6_rad
+    - right_hand_joint_7_rad
+    - right_hand_joint_8_rad
+    - right_hand_joint_9_rad
+    - right_hand_joint_10_rad
+    - right_hand_joint_11_rad
+    - right_hand_joint_12_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_front_rgb/episode_000000.mp4

dataset_info/Galaxea_R1_Lite_arrange_baai_then_brain.yaml

@@ -0,0 +1,495 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Galaxea_R1_Lite_arrange_baai_then_brain
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: eduction
+  level2: school
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: early_education_toys
+  level1: buiding_blocks
+  level2: early_education_toys
+  level3: null
+  level4: null
+  level5:operation_platform_height: 77.2
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- use the gripper to find blocks with the letters b, a, a, and i on the table and
+  arrange them into BAAI, then find r and N and turn the arranged baai into brian.
+sub_tasks:
+- subtask: Abnormal
+  subtask_index: 0
+- subtask: Place the second block A in the third location
+  subtask_index: 1
+- subtask: Place the block I in the fourth location
+  subtask_index: 2
+- subtask: Place the first block A in the second location
+  subtask_index: 3
+- subtask: Place the block B in the first location
+  subtask_index: 4
+- subtask: End
+  subtask_index: 5
+- subtask: Move the block A out of the second location
+  subtask_index: 6
+- subtask: Place the block N in the fifth location
+  subtask_index: 7
+- subtask: Place the block R in the second location
+  subtask_index: 8
+- subtask: 'null'
+  subtask_index: 9
+atomic_actions:
+- grasp
+- pick
+- place
+robot_name:
+- Galaxea_R1_Lite
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_left_rgb
+- cam_head_right_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_left_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_head_right_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=360x640x3, resolution=640x360, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=360x640x3, resolution=640x360, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 56
+  total_frames: 44471
+  fps: 30
+  total_tasks: 10
+  total_videos: 224
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 14
+  action_dim: 14
+  camera_views: 4
+  dataset_size: 1.26 GB
+frame_num: 44471
+dataset_size: 1.26 GB
+data_structure: 'Galaxea_R1_Lite_Galaxea_R1_Lite_arrange_baai_then_brain_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (44 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_left_rgb
+
+  |       |-- observation.images.cam_head_right_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:55
+features:
+  observation.images.cam_head_left_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_right_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 360
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 360
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 360
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 360
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_left_rgb/episode_000000.mp4

dataset_info/Galaxea_R1_Lite_change_baai_into_brain.yaml

@@ -0,0 +1,484 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Galaxea_R1_Lite_change_baai_into_brain
+dataset_uuid: 75dad2ee-672e-402a-823a-198e5e42af62
+scene_type:
+  level1: eduction
+  level2: school
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: buiding_blocks
+  level1: toys
+  level2: buiding_blocks
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- rearrange the word baai as brain.
+sub_tasks:
+- subtask: Disassemble the second character A
+  subtask_index: 0
+- subtask: Place the character R between first character B and third character A
+  subtask_index: 1
+- subtask: End
+  subtask_index: 2
+- subtask: Place the character N after character I
+  subtask_index: 3
+- subtask: 'null'
+  subtask_index: 4
+atomic_actions:
+- grasp
+- pick
+- place
+robot_name:
+- Galaxea_R1_Lite
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_left_rgb
+- cam_head_right_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_left_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_head_right_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 67
+  total_frames: 83804
+  fps: 30
+  total_tasks: 5
+  total_videos: 268
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 14
+  action_dim: 14
+  camera_views: 4
+  dataset_size: 3.61 GB
+frame_num: 83804
+dataset_size: 3.61 GB
+data_structure: 'Galaxea_R1_Lite_change_baai_into_brain_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (55 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_left_rgb
+
+  |       |-- observation.images.cam_head_right_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:66
+features:
+  observation.images.cam_head_left_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_right_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_left_rgb/episode_000000.mp4

dataset_info/Galaxea_R1_Lite_fold_towel_twice.yaml

@@ -0,0 +1,520 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Galaxea_R1_Lite_fold_towel_twice
+dataset_uuid: eb818363-8a30-492c-8639-78589399913b
+scene_type:
+  level1: household
+  level2: bedroom
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: gray_square_towel
+  level1: daily_necessities
+  level2: gray_square_towel
+  level3: null
+  level4: null
+  level5: null
+- object_name: yellow_square_towel
+  level1: daily_necessities
+  level2: towels
+  level3: yellow_square_towel
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Use the gripper to fold the yellow towel and grey towel in half twice,then put the
+  yellow towel on the grey towel.
+sub_tasks:
+- subtask: Press the gray towel with the left gripper
+  subtask_index: 0
+- subtask: Fold the yellow towel from left to right with left gripper
+  subtask_index: 1
+- subtask: Press the gray towel with the right gripper
+  subtask_index: 2
+- subtask: Fold the yellow towel upwards with the right gripper
+  subtask_index: 3
+- subtask: Fold the gray towel from left to right with left gripper
+  subtask_index: 4
+- subtask: Press the yellow towel with the right gripper
+  subtask_index: 5
+- subtask: Fold the gray towel from right to left with right gripper
+  subtask_index: 6
+- subtask: End
+  subtask_index: 7
+- subtask: Place the yellow towel on the gray towel with the left gripper
+  subtask_index: 8
+- subtask: Fold the yellow towel upwards with the left gripper
+  subtask_index: 9
+- subtask: Place the grey towel on the yellow towel with the left gripper
+  subtask_index: 10
+- subtask: Place the grey towel on the yellow towel with the right gripper
+  subtask_index: 11
+- subtask: Fold the gray towel upwards with the right gripper
+  subtask_index: 12
+- subtask: Press the yellow towel with the left gripper
+  subtask_index: 13
+- subtask: Move the position of the yellow towel with the left gripper
+  subtask_index: 14
+- subtask: Place the yellow towel on the gray towel with the right gripper
+  subtask_index: 15
+- subtask: Fold the gray towel upwards with the left gripper
+  subtask_index: 16
+- subtask: Fold the yellow towel from right to left with right gripper
+  subtask_index: 17
+- subtask: 'null'
+  subtask_index: 18
+atomic_actions:
+- grasp
+- pick
+- place
+- fold
+robot_name:
+- Galaxea_R1_Lite
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_left_rgb
+- cam_head_right_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_left_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_head_right_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=360x640x3, resolution=640x360, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=360x640x3, resolution=640x360, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 46
+  total_frames: 50022
+  fps: 30
+  total_tasks: 19
+  total_videos: 184
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 14
+  action_dim: 14
+  camera_views: 4
+  dataset_size: 2.14 GB
+frame_num: 50022
+dataset_size: 2.14 GB
+data_structure: 'Galaxea_R1_Lite_Galaxea_R1_Lite_fold_towel_twice_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (34 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_left_rgb
+
+  |       |-- observation.images.cam_head_right_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:45
+features:
+  observation.images.cam_head_left_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_right_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 360
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 360
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 360
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 360
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_left_rgb/episode_000000.mp4

dataset_info/Galaxea_R1_Lite_mix_blue_yellow_left_large_test_tube.yaml

@@ -0,0 +1,520 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Galaxea_R1_Lite_mix_blue_yellow_left_large_test_tube
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: office_workspace
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: blue_pigment
+  level1: materials
+  level2: blue_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: yellow_pigment
+  level1: materials
+  level2: yellow_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: red_pigment
+  level1: materials
+  level2: red_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: test_tube_rack
+  level1: holding_utensils
+  level2: test_tube_rack
+  level3: null
+  level4: null
+  level5: null
+- object_name: test_tubes
+  level1: laboratory_supplies
+  level2: test_tubes
+  level3: null
+  level4: null
+  level5: null
+- object_name: beaker
+  level1: holding_utensils
+  level2: beaker
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- pick up the test tube with yellow pigment and the test tube with blue pigment by
+  grippers and pour them into the beaker.
+sub_tasks:
+- subtask: Pour the blue reagent into the graduated cylinder with the left gripper
+  subtask_index: 0
+- subtask: Pour the yellow reagent into the graduated cylinder with the left gripper
+  subtask_index: 1
+- subtask: Grasp the yellow reagent with the left gripper
+  subtask_index: 2
+- subtask: Grasp the blue reagent with the left gripper
+  subtask_index: 3
+- subtask: End
+  subtask_index: 4
+- subtask: Place the test tube into the bowl with the left gripper
+  subtask_index: 5
+- subtask: 'null'
+  subtask_index: 6
+atomic_actions:
+- grasp
+- pick
+- place
+- pour
+robot_name:
+- Galaxea_R1_Lite
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_left_rgb
+- cam_head_right_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_left_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_head_right_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 45568
+  fps: 30
+  total_tasks: 7
+  total_videos: 200
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 14
+  action_dim: 14
+  camera_views: 4
+  dataset_size: 1.54 GB
+frame_num: 45568
+dataset_size: 1.54 GB
+data_structure: 'Galaxea_R1_Lite_mix_blue_yellow_left_large_test_tube_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_left_rgb
+
+  |       |-- observation.images.cam_head_right_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_left_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_right_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_left_rgb/episode_000000.mp4

dataset_info/Galaxea_R1_Lite_mix_blue_yellow_right.yaml

@@ -0,0 +1,540 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Galaxea_R1_Lite_mix_blue_yellow_right
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: office_workspace
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: blue_pigment
+  level1: materials
+  level2: blue_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: red_pigment
+  level1: materials
+  level2: red_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: yellow_pigment
+  level1: materials
+  level2: yellow_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: test_tube_rack
+  level1: holding_utensils
+  level2: test_tube_rack
+  level3: null
+  level4: null
+  level5: null
+- object_name: test_tubes
+  level1: laboratory_supplies
+  level2: test_tubes
+  level3: null
+  level4: null
+  level5: null
+- object_name: beaker
+  level1: holding_utensils
+  level2: beaker
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- pick up the test tube with yellow pigment and the test tube with blue pigment by
+  grippers and pour them into the beaker.
+sub_tasks:
+- subtask: Abnormal
+  subtask_index: 0
+- subtask: Place the test tube into the bowl with right gripper
+  subtask_index: 1
+- subtask: Grasp the red reagent with the left gripper
+  subtask_index: 2
+- subtask: Pour the blue reagent into the graduated cylinder with right gripper
+  subtask_index: 3
+- subtask: Pick up the test tube containing the yellow reagent with right gripper
+  subtask_index: 4
+- subtask: Grasp the yellow reagent with the right gripper
+  subtask_index: 5
+- subtask: Grasp the red reagent with the right gripper
+  subtask_index: 6
+- subtask: Place the test tube into the bowl with the right gripper
+  subtask_index: 7
+- subtask: Pour the yellow reagent into the graduated cylinder with the right gripper
+  subtask_index: 8
+- subtask: End
+  subtask_index: 9
+- subtask: Pour the blue reagent into the graduated cylinder with the right gripper
+  subtask_index: 10
+- subtask: Pour the yellow reagent into the graduated cylinder with right gripper
+  subtask_index: 11
+- subtask: Pick up the test tube containing the blue reagent with right gripper
+  subtask_index: 12
+- subtask: Pour the red reagent into the graduated cylinder with the right gripper
+  subtask_index: 13
+- subtask: end
+  subtask_index: 14
+- subtask: Grasp the blue reagent with the right gripper
+  subtask_index: 15
+- subtask: 'null'
+  subtask_index: 16
+atomic_actions:
+- grasp
+- pick
+- place
+- pour
+robot_name:
+- Galaxea_R1_Lite
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_left_rgb
+- cam_head_right_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_left_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_head_right_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=360x640x3, resolution=640x360, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=360x640x3, resolution=640x360, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 32657
+  fps: 30
+  total_tasks: 17
+  total_videos: 200
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 14
+  action_dim: 14
+  camera_views: 4
+  dataset_size: 665.69 MB
+frame_num: 32657
+dataset_size: 665.69 MB
+data_structure: 'Galaxea_R1_Lite_Galaxea_R1_Lite_mix_blue_yellow_right_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_left_rgb
+
+  |       |-- observation.images.cam_head_right_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_left_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_right_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 360
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 360
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 360
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 360
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_left_rgb/episode_000000.mp4

dataset_info/Galaxea_R1_Lite_mix_color_small_test_tube.yaml

@@ -0,0 +1,532 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Galaxea_R1_Lite_mix_color_small_test_tube
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: office_workspace
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: blue_pigment
+  level1: materials
+  level2: blue_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: red_pigment
+  level1: materials
+  level2: red_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: test_tube_rack
+  level1: holding_utensils
+  level2: test_tube_rack
+  level3: null
+  level4: null
+  level5: null
+- object_name: small_test_tubes
+  level1: laboratory_supplies
+  level2: small_test_tubes
+  level3: null
+  level4: null
+  level5: null
+- object_name: beaker
+  level1: holding_utensils
+  level2: beaker
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- pick up the test tube with red pigment and the test tube with blue pigment by grippers
+  and pour them into the container.
+sub_tasks:
+- subtask: Pour the blue reagent into the graduated cylinder with the left gripper
+  subtask_index: 0
+- subtask: Pour the red reagent into the graduated cylinder with the left gripper
+  subtask_index: 1
+- subtask: Pour the yellow reagent into the graduated cylinder with the left gripper
+  subtask_index: 2
+- subtask: Pour the red reagent into the graduated cylinder with the right gripper
+  subtask_index: 3
+- subtask: Grasp the yellow reagent with the left gripper
+  subtask_index: 4
+- subtask: Grasp the blue reagent with the left gripper
+  subtask_index: 5
+- subtask: End
+  subtask_index: 6
+- subtask: Pour the blue reagent into the graduated cylinder with the right gripper
+  subtask_index: 7
+- subtask: Place the test tube into the brown cup with the left gripper
+  subtask_index: 8
+- subtask: Grasp the yellow reagent with the right gripper
+  subtask_index: 9
+- subtask: Pour the yellow reagent into the graduated cylinder with the right gripper
+  subtask_index: 10
+- subtask: Grasp the blue reagent with the right gripper
+  subtask_index: 11
+- subtask: Place the test tube into the brown cup with the right gripper
+  subtask_index: 12
+- subtask: Grasp the red reagent with the left gripper
+  subtask_index: 13
+- subtask: Grasp the red reagent with the right gripper
+  subtask_index: 14
+- subtask: 'null'
+  subtask_index: 15
+atomic_actions:
+- grasp
+- pick
+- place
+- pour
+robot_name:
+- Galaxea_R1_Lite
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_left_rgb
+- cam_head_right_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_left_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_head_right_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 203
+  total_frames: 147521
+  fps: 30
+  total_tasks: 16
+  total_videos: 812
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 14
+  action_dim: 14
+  camera_views: 4
+  dataset_size: 6.71 GB
+frame_num: 147521
+dataset_size: 6.71 GB
+data_structure: 'Galaxea_R1_Lite_mix_color_small_test_tube_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (191 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_left_rgb
+
+  |       |-- observation.images.cam_head_right_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:202
+features:
+  observation.images.cam_head_left_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_right_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_left_rgb/episode_000000.mp4

dataset_info/Galaxea_R1_Lite_mix_red_blue_large_test_tube.yaml

@@ -0,0 +1,528 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Galaxea_R1_Lite_mix_red_blue_large_test_tube
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: office_workspace
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: blue_pigment
+  level1: materials
+  level2: blue_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: yellow_pigment
+  level1: materials
+  level2: yellow_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: red_pigment
+  level1: materials
+  level2: red_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: test_tube_rack
+  level1: holding_utensils
+  level2: test_tube_rack
+  level3: null
+  level4: null
+  level5: null
+- object_name: test_tubes
+  level1: laboratory_supplies
+  level2: test_tubes
+  level3: null
+  level4: null
+  level5: null
+- object_name: beaker
+  level1: holding_utensils
+  level2: beaker
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- pick up the test tube with red pigment and the test tube with blue pigment by grippers
+  and pour them into the beaker.
+sub_tasks:
+- subtask: Pour the red reagent into the graduated cylinder and place the test tube
+    into the paper cup
+  subtask_index: 0
+- subtask: Grasp the red reagent with the right gripper
+  subtask_index: 1
+- subtask: Pour the blue reagent into the graduated cylinder and place the test tube
+    into the paper cup
+  subtask_index: 2
+- subtask: Pour the blue reagent into the graduated cylinder with the left gripper
+  subtask_index: 3
+- subtask: End
+  subtask_index: 4
+- subtask: Place the test tube into the paper cup with the right gripper
+  subtask_index: 5
+- subtask: Place the test tube into the paper cup with the left gripper
+  subtask_index: 6
+- subtask: Grasp the blue reagent with the left gripper
+  subtask_index: 7
+- subtask: Pour the red reagent into the graduated cylinder with the right gripper
+  subtask_index: 8
+- subtask: 'null'
+  subtask_index: 9
+atomic_actions:
+- grasp
+- pick
+- place
+- pour
+robot_name:
+- Galaxea_R1_Lite
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_left_rgb
+- cam_head_right_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_left_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_head_right_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=360x640x3, resolution=640x360, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=360x640x3, resolution=640x360, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 28433
+  fps: 30
+  total_tasks: 10
+  total_videos: 200
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 14
+  action_dim: 14
+  camera_views: 4
+  dataset_size: 1.57 GB
+frame_num: 28433
+dataset_size: 1.57 GB
+data_structure: 'Galaxea_R1_Lite_Galaxea_R1_Lite_mix_red_blue_large_test_tube_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_left_rgb
+
+  |       |-- observation.images.cam_head_right_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_left_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_right_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 360
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 360
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 360
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 360
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_left_rgb/episode_000000.mp4

dataset_info/Galaxea_R1_Lite_mix_red_blue_left_large_test_tube.yaml

@@ -0,0 +1,520 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Galaxea_R1_Lite_mix_red_blue_left_large_test_tube
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: office_workspace
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: blue_pigment
+  level1: materials
+  level2: blue_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: yellow_pigment
+  level1: materials
+  level2: yellow_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: red_pigment
+  level1: materials
+  level2: red_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: test_tube_rack
+  level1: holding_utensils
+  level2: test_tube_rack
+  level3: null
+  level4: null
+  level5: null
+- object_name: test_tubes
+  level1: laboratory_supplies
+  level2: test_tubes
+  level3: null
+  level4: null
+  level5: null
+- object_name: beaker
+  level1: holding_utensils
+  level2: beaker
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- pick up the test tube with red pigment and the test tube with blue pigment by grippers
+  and pour them into the container.
+sub_tasks:
+- subtask: Pour the blue reagent into the graduated cylinder with the left gripper
+  subtask_index: 0
+- subtask: Pour the red reagent into the graduated cylinder with the left gripper
+  subtask_index: 1
+- subtask: Grasp the blue reagent with the left gripper
+  subtask_index: 2
+- subtask: End
+  subtask_index: 3
+- subtask: Place the test tube into the bowl with the left gripper
+  subtask_index: 4
+- subtask: Grasp the red reagent with the left gripper
+  subtask_index: 5
+- subtask: 'null'
+  subtask_index: 6
+atomic_actions:
+- grasp
+- pick
+- place
+- pour
+robot_name:
+- Galaxea_R1_Lite
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_left_rgb
+- cam_head_right_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_left_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_head_right_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 46733
+  fps: 30
+  total_tasks: 7
+  total_videos: 200
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 14
+  action_dim: 14
+  camera_views: 4
+  dataset_size: 1.57 GB
+frame_num: 46733
+dataset_size: 1.57 GB
+data_structure: 'Galaxea_R1_Lite_Galaxea_R1_Lite_mix_red_blue_left_large_test_tube_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_left_rgb
+
+  |       |-- observation.images.cam_head_right_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_left_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_right_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_left_rgb/episode_000000.mp4

dataset_info/Galaxea_R1_Lite_mix_red_blue_right.yaml

@@ -0,0 +1,536 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Galaxea_R1_Lite_mix_red_blue_right
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: office_workspace
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: red_pigment
+  level1: materials
+  level2: red_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: blue_pigment
+  level1: materials
+  level2: blue_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: yellow_pigment
+  level1: materials
+  level2: yellow_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: test_tube_rack
+  level1: holding_utensils
+  level2: test_tube_rack
+  level3: null
+  level4: null
+  level5: null
+- object_name: test_tubes
+  level1: laboratory_supplies
+  level2: test_tubes
+  level3: null
+  level4: null
+  level5: null
+- object_name: beaker
+  level1: holding_utensils
+  level2: beaker
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- pick up the test tube with red pigment and the test tube with blue pigment by grippers
+  and pour them into the container.
+sub_tasks:
+- subtask: Pour the red reagent into the graduated cylinder with right gripper
+  subtask_index: 0
+- subtask: Pour the red reagent into the graduated cylinder with the right gripper
+  subtask_index: 1
+- subtask: Pick up the test tube containing the red reagent with right gripper
+  subtask_index: 2
+- subtask: End
+  subtask_index: 3
+- subtask: Place the test tube into the bowl with right gripper
+  subtask_index: 4
+- subtask: Pour the blue reagent into the graduated cylinder with the right gripper
+  subtask_index: 5
+- subtask: Pick up the test tube containing the blue reagent with right gripper
+  subtask_index: 6
+- subtask: Pour the blue reagent into the graduated cylinder with right gripper
+  subtask_index: 7
+- subtask: Grasp the blue reagent with the right gripper
+  subtask_index: 8
+- subtask: Grasp the yellow reagent with the right gripper
+  subtask_index: 9
+- subtask: Pour the yellow reagent into the graduated cylinder with the right gripper
+  subtask_index: 10
+- subtask: end
+  subtask_index: 11
+- subtask: Place the test tube into the bowl with the right gripper
+  subtask_index: 12
+- subtask: Grasp the red reagent with the right gripper
+  subtask_index: 13
+- subtask: 'null'
+  subtask_index: 14
+atomic_actions:
+- grasp
+- pick
+- place
+- pour
+robot_name:
+- Galaxea_R1_Lite
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_left_rgb
+- cam_head_right_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_left_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_head_right_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=360x640x3, resolution=640x360, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=360x640x3, resolution=640x360, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 32072
+  fps: 30
+  total_tasks: 15
+  total_videos: 200
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 14
+  action_dim: 14
+  camera_views: 4
+  dataset_size: 647.52 MB
+frame_num: 32072
+dataset_size: 647.52 MB
+data_structure: 'Galaxea_R1_Lite_Galaxea_R1_Lite_mix_red_blue_right_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_left_rgb
+
+  |       |-- observation.images.cam_head_right_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_left_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_right_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 360
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 360
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 360
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 360
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_left_rgb/episode_000000.mp4

dataset_info/Galaxea_R1_Lite_mix_red_yellow_large_test_tube.yaml

@@ -0,0 +1,528 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Galaxea_R1_Lite_mix_red_yellow_large_test_tube
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: office&workspace
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: blue_pigment
+  level1: materials
+  level2: blue_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: yellow_pigment
+  level1: materials
+  level2: yellow_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: red_pigment
+  level1: materials
+  level2: red_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: test_tube_rack
+  level1: holding_utensils
+  level2: test_tube_rack
+  level3: null
+  level4: null
+  level5: null
+- object_name: large_test_tubes
+  level1: laboratory_supplies
+  level2: large_test_tubes
+  level3: null
+  level4: null
+  level5: null
+- object_name: beaker
+  level1: holding_utensils
+  level2: beaker
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- pick up the test tube with yellow pigment and the test tube with red pigment by
+  grippers and pour them into the beaker.
+sub_tasks:
+- subtask: Pour the red reagent into the graduated cylinder and place the test tube
+    into the paper cup
+  subtask_index: 0
+- subtask: Grasp the red reagent with the left gripper
+  subtask_index: 1
+- subtask: Grasp the yellow reagent with the right gripper
+  subtask_index: 2
+- subtask: Pour the yellow reagent into the graduated cylinder and place the test
+    tube into the paper cup
+  subtask_index: 3
+- subtask: Pour the yellow reagent into the graduated cylinder with the right gripper
+  subtask_index: 4
+- subtask: Pour the red reagent into the graduated cylinder with the left gripper
+  subtask_index: 5
+- subtask: End
+  subtask_index: 6
+- subtask: Place the test tube into the paper cup with the right gripper
+  subtask_index: 7
+- subtask: Place the test tube into the paper cup with the left gripper
+  subtask_index: 8
+- subtask: 'null'
+  subtask_index: 9
+atomic_actions:
+- grasp
+- pick
+- place
+- pour
+robot_name:
+- Galaxea_R1_Lite
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_left_rgb
+- cam_head_right_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_left_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_head_right_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=360x640x3, resolution=640x360, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=360x640x3, resolution=640x360, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 28289
+  fps: 30
+  total_tasks: 10
+  total_videos: 200
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 14
+  action_dim: 14
+  camera_views: 4
+  dataset_size: 1.58 GB
+frame_num: 28289
+dataset_size: 1.58 GB
+data_structure: 'Galaxea_R1_Lite_Galaxea_R1_Lite_mix_red_yellow_large_test_tube_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_left_rgb
+
+  |       |-- observation.images.cam_head_right_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_left_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_right_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 360
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 360
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 360
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 360
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_left_rgb/episode_000000.mp4

dataset_info/Galaxea_R1_Lite_mix_red_yellow_left_large_test_tube.yaml

@@ -0,0 +1,520 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Galaxea_R1_Lite_mix_red_yellow_left_large_test_tube
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: office_workspace
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: blue_pigment
+  level1: materials
+  level2: blue_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: yellow_pigment
+  level1: materials
+  level2: yellow_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: red_pigment
+  level1: materials
+  level2: red_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: test_tube_rack
+  level1: holding_utensils
+  level2: test_tube_rack
+  level3: null
+  level4: null
+  level5: null
+- object_name: large_test_tubes
+  level1: laboratory_supplies
+  level2: large_test_tubes
+  level3: null
+  level4: null
+  level5: null
+- object_name: beaker
+  level1: holding_utensils
+  level2: beaker
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- pick up the test tube with yellow pigment and the test tube with red pigment by
+  grippers and pour them into the beaker.
+sub_tasks:
+- subtask: Grasp the red reagent with the left gripper
+  subtask_index: 0
+- subtask: Pour the red reagent into the graduated cylinder with the left gripper
+  subtask_index: 1
+- subtask: End
+  subtask_index: 2
+- subtask: Place the test tube into the pink bowl with the left gripper
+  subtask_index: 3
+- subtask: Grasp the yellow reagent with the left gripper
+  subtask_index: 4
+- subtask: Pour the yellow reagent into the graduated cylinder with the left gripper
+  subtask_index: 5
+- subtask: 'null'
+  subtask_index: 6
+atomic_actions:
+- grasp
+- pick
+- place
+- pour
+robot_name:
+- Galaxea_R1_Lite
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_left_rgb
+- cam_head_right_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_left_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_head_right_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 100
+  total_frames: 89688
+  fps: 30
+  total_tasks: 7
+  total_videos: 400
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 14
+  action_dim: 14
+  camera_views: 4
+  dataset_size: 2.93 GB
+frame_num: 89688
+dataset_size: 2.93 GB
+data_structure: 'Galaxea_R1_Lite_Galaxea_R1_Lite_mix_red_yellow_left_large_test_tube_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (88 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_left_rgb
+
+  |       |-- observation.images.cam_head_right_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:99
+features:
+  observation.images.cam_head_left_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_right_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_left_rgb/episode_000000.mp4

dataset_info/Galaxea_R1_Lite_mix_red_yellow_right.yaml

@@ -0,0 +1,534 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Galaxea_R1_Lite_mix_red_yellow_right
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: office_workspace
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: blue_pigment
+  level1: materials
+  level2: blue_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: yellow_pigment
+  level1: materials
+  level2: yellow_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: red_pigment
+  level1: materials
+  level2: red_pigment
+  level3: null
+  level4: null
+  level5: null
+- object_name: test_tube_rack
+  level1: holding_utensils
+  level2: test_tube_rack
+  level3: null
+  level4: null
+  level5: null
+- object_name: test_tubes
+  level1: laboratory_supplies
+  level2: test_tubes
+  level3: null
+  level4: null
+  level5: null
+- object_name: beaker
+  level1: holding_utensils
+  level2: beaker
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- pick up the test tube with yellow pigment and the test tube with red pigment by
+  grippers and pour them into the beaker.
+sub_tasks:
+- subtask: Place the test tube into the bowl with right gripper
+  subtask_index: 0
+- subtask: Pick up the test tube containing the yellow reagent with right gripper
+  subtask_index: 1
+- subtask: Place the test tube into the pink bowl with the right gripper
+  subtask_index: 2
+- subtask: Grasp the yellow reagent with the right gripper
+  subtask_index: 3
+- subtask: Grasp the red reagent with the right gripper
+  subtask_index: 4
+- subtask: Pick up the test tube containing the red reagent with right gripper
+  subtask_index: 5
+- subtask: Place the test tube into the bowl with the right gripper
+  subtask_index: 6
+- subtask: Pour the yellow reagent into the graduated cylinder with the right gripper
+  subtask_index: 7
+- subtask: Pour the red reagent into the graduated cylinder with right gripper
+  subtask_index: 8
+- subtask: End
+  subtask_index: 9
+- subtask: Pour the yellow reagent into the graduated cylinder with right gripper
+  subtask_index: 10
+- subtask: Pour the red reagent into the graduated cylinder with the right gripper
+  subtask_index: 11
+- subtask: end
+  subtask_index: 12
+- subtask: 'null'
+  subtask_index: 13
+atomic_actions:
+- grasp
+- pick
+- place
+- pour
+robot_name:
+- Galaxea_R1_Lite
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_left_rgb
+- cam_head_right_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_left_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_head_right_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=360x640x3, resolution=640x360, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=360x640x3, resolution=640x360, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 99
+  total_frames: 61864
+  fps: 30
+  total_tasks: 14
+  total_videos: 396
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 14
+  action_dim: 14
+  camera_views: 4
+  dataset_size: 1.22 GB
+frame_num: 61864
+dataset_size: 1.22 GB
+data_structure: 'Galaxea_R1_Lite_Galaxea_R1_Lite_mix_red_yellow_right_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (87 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_left_rgb
+
+  |       |-- observation.images.cam_head_right_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:98
+features:
+  observation.images.cam_head_left_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_right_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 360
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 360
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 360
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 360
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_left_rgb/episode_000000.mp4

dataset_info/Galaxea_R1_Lite_move_mouse.yaml

@@ -0,0 +1,489 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Galaxea_R1_Lite_move_mouse
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: office_workspace
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: mouse
+  level1: computer_peripherals
+  level2: mouse
+  level3: null
+  level4: null
+  level5: null
+- object_name: mouse_pad
+  level1: computer_peripherals
+  level2: mouse_pad
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- use the left gripper to place the mouse on the left side of the table onto the mouse
+  pad on the right side.
+sub_tasks:
+- subtask: Grasp the mouse with the left gripper
+  subtask_index: 0
+- subtask: Place the mouse on the mouse pad with the left gripper
+  subtask_index: 1
+- subtask: End
+  subtask_index: 2
+- subtask: 'null'
+  subtask_index: 3
+atomic_actions:
+- grasp
+- pick
+- place
+robot_name:
+- Galaxea_R1_Lite
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_left_rgb
+- cam_head_right_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_left_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_head_right_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=360x640x3, resolution=640x360, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=360x640x3, resolution=640x360, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 30
+  total_frames: 8927
+  fps: 30
+  total_tasks: 4
+  total_videos: 120
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 14
+  action_dim: 14
+  camera_views: 4
+  dataset_size: 219.01 MB
+frame_num: 8927
+dataset_size: 219.01 MB
+data_structure: 'Galaxea_R1_Lite_Galaxea_R1_Lite_move_mouse_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (18 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_left_rgb
+
+  |       |-- observation.images.cam_head_right_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:29
+features:
+  observation.images.cam_head_left_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_right_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 360
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 360
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 360
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 360
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_left_rgb/episode_000000.mp4

dataset_info/Galaxea_R1_Lite_pour_solid_marble_bar_counter.yaml

@@ -0,0 +1,533 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Galaxea_R1_Lite_pour_solid_marble_bar_counter
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: househhold
+  level2: kitchen
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: marble_bar_counter
+  level1: furniture
+  level2: marble_bar_counter
+  level3: null
+  level4: null
+  level5: null
+- object_name: plastic_cup
+  level1: cups
+  level2: plastic_cup
+  level3: null
+  level4: null
+  level5: null
+- object_name: green_dish
+  level1: plates
+  level2: green_dish
+  level3: null
+  level4: null
+  level5: null
+- object_name: pink_bowl
+  level1: plastic_bowls
+  level2: pink_bowl
+  level3: null
+  level4: null
+  level5: null
+- object_name: solid
+  level1: materials
+  level2: solid
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- use a gripper to pick up the cup and pour the solid into a bowl or tray.
+sub_tasks:
+- subtask: Abnormal
+  subtask_index: 0
+- subtask: Grasp the glass of shrimp with the left gripper
+  subtask_index: 1
+- subtask: Pour the shrimp beans into the green bowl with the left gripper
+  subtask_index: 2
+- subtask: Pour the shrimp beans into the green bowl with the right gripper
+  subtask_index: 3
+- subtask: Grasp the glass of coffee beans with the right gripper
+  subtask_index: 4
+- subtask: Grasp the glass of coffee beans with the left gripper
+  subtask_index: 5
+- subtask: Place the glass cup with the right gripper
+  subtask_index: 6
+- subtask: Pour the shrimp into the pink bowl with the left gripper
+  subtask_index: 7
+- subtask: End
+  subtask_index: 8
+- subtask: Pour the coffee beans into the green bowl with the right gripper
+  subtask_index: 9
+- subtask: Pour the coffee beans into the pink bowl with the left gripper
+  subtask_index: 10
+- subtask: Pour the shrimp into the pink bowl with the right gripper
+  subtask_index: 11
+- subtask: Pour the coffee beans into the pink bowl with the right gripper
+  subtask_index: 12
+- subtask: Grasp the glass of shrimp with the right gripper
+  subtask_index: 13
+- subtask: Place the glass cup with the left gripper
+  subtask_index: 14
+- subtask: Pour the coffee beans into the green bowl with the left gripper
+  subtask_index: 15
+- subtask: 'null'
+  subtask_index: 16
+atomic_actions:
+- grasp
+- pick
+- place
+- pour
+robot_name:
+- Galaxea_R1_Lite
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_left_rgb
+- cam_head_right_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_left_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_head_right_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=360x640x3, resolution=640x360, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=360x640x3, resolution=640x360, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 85
+  total_frames: 31250
+  fps: 30
+  total_tasks: 17
+  total_videos: 340
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 14
+  action_dim: 14
+  camera_views: 4
+  dataset_size: 1.29 GB
+frame_num: 31250
+dataset_size: 1.29 GB
+data_structure: 'Galaxea_R1_Lite_pour_solid_marble_bar_counter_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (73 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_left_rgb
+
+  |       |-- observation.images.cam_head_right_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:84
+features:
+  observation.images.cam_head_left_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_right_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 360
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 360
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 360
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 360
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_left_rgb/episode_000000.mp4

dataset_info/Galaxea_R1_Lite_toggle_drawer_red.yaml

@@ -0,0 +1,502 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Galaxea_R1_Lite_toggle_drawer_red
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: household
+  level2: living_room
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: red_drawer
+  level1: storage_utensils
+  level2: red_drawer
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- use the gripper to open the drawer and close the red drawer.
+sub_tasks:
+- subtask: Open the red drawer with right gripper
+  subtask_index: 0
+- subtask: Open the yellow drawer with left gripper
+  subtask_index: 1
+- subtask: Close the  red drawer with right gripper
+  subtask_index: 2
+- subtask: Close the  yellow drawer with left gripper
+  subtask_index: 3
+- subtask: Open the red drawer with the right gripper
+  subtask_index: 4
+- subtask: End
+  subtask_index: 5
+- subtask: Open the red drawer with the left gripper
+  subtask_index: 6
+- subtask: Open the red drawer with left gripper
+  subtask_index: 7
+- subtask: Right gripper
+  subtask_index: 8
+- subtask: Close the red drawer with the left gripper
+  subtask_index: 9
+- subtask: Close the red drawer with the right gripper
+  subtask_index: 10
+- subtask: Close the  red drawer with left gripper
+  subtask_index: 11
+- subtask: Left gripper
+  subtask_index: 12
+- subtask: 'null'
+  subtask_index: 13
+atomic_actions:
+- grasp
+- push
+- pull
+robot_name:
+- Galaxea_R1_Lite
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_left_rgb
+- cam_head_right_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_left_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_head_right_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=360x640x3, resolution=640x360, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=360x640x3, resolution=640x360, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: end_rotation_dim
+end_translation_dim: end_translation_dim
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 100
+  total_frames: 41856
+  fps: 30
+  total_tasks: 14
+  total_videos: 400
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 14
+  action_dim: 14
+  camera_views: 4
+  dataset_size: 1.80 GB
+frame_num: 41856
+dataset_size: 1.80 GB
+data_structure: 'Galaxea_R1_Lite_Galaxea_R1_Lite_toggle_drawer_red_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (88 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_left_rgb
+
+  |       |-- observation.images.cam_head_right_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:99
+features:
+  observation.images.cam_head_left_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_right_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 360
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 360
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 360
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 360
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_left_rgb/episode_000000.mp4

dataset_info/agilex_cobot_magic_pass_object_left_to_right_khaki_tablecloth.yaml

@@ -0,0 +1,674 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: agilex_cobot_magic_pass_object_left_to_right_khaki_tablecloth
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: commercial_convenience
+  level2: supermarket
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+  level1: home_storage
+  level2: table
+  level3: null
+  level4: null
+  level5: null
+- object_name: ambrosial_yogurt
+  level1: food
+  level2: ambrosial_yogurt
+  level3: null
+  level4: null
+  level5: null
+- object_name: banana
+  level1: food
+  level2: banana
+  level3: null
+  level4: null
+  level5: null
+- object_name: long_bread
+  level1: food
+  level2: long_bread
+  level3: null
+  level4: null
+  level5: null
+- object_name: milk
+  level1: food
+  level2: milk
+  level3: null
+  level4: null
+  level5: null
+- object_name: yogurt
+  level1: food
+  level2: yogurt
+  level3: null
+  level4: null
+  level5: null
+- object_name: grape
+  level1: food
+  level2: grape
+  level3: null
+  level4: null
+  level5: null
+- object_name: ham_sausage
+  level1: food
+  level2: ham_sausage
+  level3: null
+  level4: null
+  level5: null
+- object_name: eggplant
+  level1: food
+  level2: eggplant
+  level3: null
+  level4: null
+  level5: null
+- object_name: chewing_gum
+  level1: food
+  level2: chewing_gum
+  level3: null
+  level4: null
+  level5: null
+- object_name: eyeglass_case
+  level1: laboratory_supplies
+  level2: eyeglass_case
+  level3: null
+  level4: null
+  level5: null
+- object_name: rubik's_cube
+  level1: toys
+  level2: rubik's_cube
+  level3: null
+  level4: null
+  level5: null
+- object_name: purple_trash_bag
+  level1: trash
+  level2: purple_trash_bag
+  level3: null
+  level4: null
+  level5: null
+- object_name: cleanser
+  level1: daily_necessities
+  level2: cleanser
+  level3: null
+  level4: null
+  level5: null
+- object_name: bathing_in_flowers
+  level1: daily_necessities
+  level2: bathing_in_flowers
+  level3: null
+  level4: null
+  level5: null
+- object_name: whiteboard_eraser
+  level1: stationery
+  level2: whiteboard_eraser
+  level3: null
+  level4: null
+  level5: null
+- object_name: candle
+  level1: daily_necessities
+  level2: candle
+  level3: null
+  level4: null
+  level5: null
+- object_name: khaki_table_cloths
+  level1: laboratory_supplies
+  level2: khaki_table_cloths
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- use the left gripper to pick up the item and transfer it from the left gripper to
+  the right gripper.
+sub_tasks:
+- subtask: Pass the purple garbage bag to the right gripper
+  subtask_index: 0
+- subtask: Pass the shower sphere to the right gripper
+  subtask_index: 1
+- subtask: Place the milk on the table with the right gripper
+  subtask_index: 2
+- subtask: Place the XX on the table with the right gripper
+  subtask_index: 3
+- subtask: Pass the yogurt to the right gripper
+  subtask_index: 4
+- subtask: End
+  subtask_index: 5
+- subtask: Pass the milk  to the right gripper
+  subtask_index: 6
+- subtask: Place the purple garbage bag on the table with the right gripper
+  subtask_index: 7
+- subtask: Place the Rubik's Cube on the table with the right gripper
+  subtask_index: 8
+- subtask: Grasp the blue blackboard erasure with the left gripper
+  subtask_index: 9
+- subtask: Grasp the shower sphere with the left gripper
+  subtask_index: 10
+- subtask: Grasp the plush banana with the left gripper
+  subtask_index: 11
+- subtask: Grasp the yogurt with the left gripper
+  subtask_index: 12
+- subtask: 'Grasp the milk with the left gripper
+
+    '
+  subtask_index: 13
+- subtask: Pass the plush banana to the right gripper
+  subtask_index: 14
+- subtask: Place the blue blackboard erasure on the table with the right gripper
+  subtask_index: 15
+- subtask: Abnormal
+  subtask_index: 16
+- subtask: Grasp the XX with the left gripper
+  subtask_index: 17
+- subtask: Grasp the blue blackboard erasure with the left grippe
+  subtask_index: 18
+- subtask: Pass the Rubik's Cube to the right gripper
+  subtask_index: 19
+- subtask: 'Place the milk on the table with the right gripper
+
+    '
+  subtask_index: 20
+- subtask: 'Pass the long bread to the right gripper
+
+    '
+  subtask_index: 21
+- subtask: '
+
+    Pass the milk to the right gripper'
+  subtask_index: 22
+- subtask: Pass the long bread to the right gripper
+  subtask_index: 23
+- subtask: Grasp the milk with the left gripper
+  subtask_index: 24
+- subtask: Pass the blue blackboard erasure to the right gripper
+  subtask_index: 25
+- subtask: Place the long bread on the table with the right gripper
+  subtask_index: 26
+- subtask: Grasp the long bread with the left gripper
+  subtask_index: 27
+- subtask: Grasp the Rubik's Cube with the left gripper
+  subtask_index: 28
+- subtask: Place the yogurt on the table with the right gripper
+  subtask_index: 29
+- subtask: Place the plush banana on the table with the right gripper
+  subtask_index: 30
+- subtask: 'Pass the milk to the right gripper
+
+    '
+  subtask_index: 31
+- subtask: Place the grape on the table with the right gripper
+  subtask_index: 32
+- subtask: 'Grasp the long bread with the left gripper
+
+    '
+  subtask_index: 33
+- subtask: Pass the milk to the right gripper
+  subtask_index: 34
+- subtask: Pass the grape to the right gripper
+  subtask_index: 35
+- subtask: Pass the blue garbage bag to the right gripper
+  subtask_index: 36
+- subtask: Pass the xx to the right gripper
+  subtask_index: 37
+- subtask: Grasp the grape with the left gripper
+  subtask_index: 38
+- subtask: Grasp the purple garbage bag with the left gripper
+  subtask_index: 39
+- subtask: Place the shower sphere on the table with the right gripper
+  subtask_index: 40
+- subtask: 'null'
+  subtask_index: 41
+atomic_actions:
+- grasp
+- lift
+- lower
+- handover
+- takeover
+robot_name:
+- agilex_cobot_magic
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 97
+  total_frames: 53653
+  fps: 30
+  total_tasks: 42
+  total_videos: 291
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 636.04 MB
+frame_num: 53653
+dataset_size: 636.04 MB
+data_structure: 'Agilex_Cobot_Magic_pass_object_left_to_right_khaki_tablecloth_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (85 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:96
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/agilex_cobot_magic_pass_object_right_to_left_black_tablecloth.yaml

@@ -0,0 +1,650 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: agilex_cobot_magic_pass_object_right_to_left_black_tablecloth
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: commercial_convenience
+  level2: supermarket
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+  level1: home_storage
+  level2: table
+  level3: null
+  level4: null
+  level5: null
+- object_name: ambrosial_yogurt
+  level1: food
+  level2: ambrosial_yogurt
+  level3: null
+  level4: null
+  level5: null
+- object_name: banana
+  level1: food
+  level2: banana
+  level3: null
+  level4: null
+  level5: null
+- object_name: long_bread
+  level1: food
+  level2: long_bread
+  level3: null
+  level4: null
+  level5: null
+- object_name: milk
+  level1: food
+  level2: milk
+  level3: null
+  level4: null
+  level5: null
+- object_name: yogurt
+  level1: food
+  level2: yogurt
+  level3: null
+  level4: null
+  level5: null
+- object_name: grape
+  level1: food
+  level2: grape
+  level3: null
+  level4: null
+  level5: null
+- object_name: ham_sausage
+  level1: food
+  level2: ham_sausage
+  level3: null
+  level4: null
+  level5: null
+- object_name: eggplant
+  level1: food
+  level2: eggplant
+  level3: null
+  level4: null
+  level5: null
+- object_name: chewing_gum
+  level1: food
+  level2: chewing_gum
+  level3: null
+  level4: null
+  level5: null
+- object_name: eyeglass_case
+  level1: laboratory_supplies
+  level2: eyeglass_case
+  level3: null
+  level4: null
+  level5: null
+- object_name: rubik's_cube
+  level1: toys
+  level2: rubik's_cube
+  level3: null
+  level4: null
+  level5: null
+- object_name: purple_trash_bag
+  level1: trash
+  level2: purple_trash_bag
+  level3: null
+  level4: null
+  level5: null
+- object_name: cleanser
+  level1: daily_necessities
+  level2: cleanser
+  level3: null
+  level4: null
+  level5: null
+- object_name: bathing_in_flowers
+  level1: daily_necessities
+  level2: bathing_in_flowers
+  level3: null
+  level4: null
+  level5: null
+- object_name: whiteboard_eraser
+  level1: stationery
+  level2: whiteboard_eraser
+  level3: null
+  level4: null
+  level5: null
+- object_name: candle
+  level1: daily_necessities
+  level2: candle
+  level3: null
+  level4: null
+  level5: null
+- object_name: black_table_cloths
+  level1: laboratory_supplies
+  level2: black_table_cloths
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- use the right gripper to pick up the item and transfer it from the right gripper
+  to the left gripper.
+sub_tasks:
+- subtask: The left gripper places milk on the left side of the table
+  subtask_index: 0
+- subtask: The left gripper places bread on the left side of the table
+  subtask_index: 1
+- subtask: Pass the bread to the left gripper
+  subtask_index: 2
+- subtask: Pass the shower sphere  to the left gripper
+  subtask_index: 3
+- subtask: Use the right gripper to grab the bread on the right side of the table
+  subtask_index: 4
+- subtask: Use the right gripper to grab the grape  on the right side of the table
+  subtask_index: 5
+- subtask: End
+  subtask_index: 6
+- subtask: Use the right gripper to grab the banana on the right side of the table
+  subtask_index: 7
+- subtask: Pass the purple garbage bag to the left gripper
+  subtask_index: 8
+- subtask: Pass the Rubik's Cube to the left gripper
+  subtask_index: 9
+- subtask: The left gripper places yogurt on the left side of the table
+  subtask_index: 10
+- subtask: The left gripper places shower sphere  on the left side of the table
+  subtask_index: 11
+- subtask: Use the right gripper to grab the shower sphere  on the right side of the
+    table
+  subtask_index: 12
+- subtask: Use the right gripper to grab the grapes on the right side of the table
+  subtask_index: 13
+- subtask: Pass the yogurt to the left gripper
+  subtask_index: 14
+- subtask: The left gripper places grape on the left side of the table
+  subtask_index: 15
+- subtask: The left gripper places grapes on the left side of the table
+  subtask_index: 16
+- subtask: Use the right gripper to grab the milk on the right side of the table
+  subtask_index: 17
+- subtask: Pass the milk to the left gripper
+  subtask_index: 18
+- subtask: The left gripper places banana on the left side of the table
+  subtask_index: 19
+- subtask: Use the right gripper to grab the eyeglass case  on the right side of the
+    table
+  subtask_index: 20
+- subtask: Pass the banana to the left gripper
+  subtask_index: 21
+- subtask: Pass the grapes to the left gripper
+  subtask_index: 22
+- subtask: Use the right gripper to grab the purple garbage bag on the right side
+    of the table
+  subtask_index: 23
+- subtask: Pass the grape to the left gripper
+  subtask_index: 24
+- subtask: The left gripper places eyeglass case  on the left side of the table
+  subtask_index: 25
+- subtask: Pass the eyeglass case to the left gripper
+  subtask_index: 26
+- subtask: Use the right gripper to grab the yogurt on the right side of the table
+  subtask_index: 27
+- subtask: Use the right gripper to grab the Rubik's Cube on the right side of the
+    table
+  subtask_index: 28
+- subtask: '
+
+    Pass the milk to the left gripper
+
+    '
+  subtask_index: 29
+- subtask: The left gripper places purple garbage bag on the left side of the table
+  subtask_index: 30
+- subtask: 'null'
+  subtask_index: 31
+atomic_actions:
+- grasp
+- lift
+- lower
+- handover
+- takeover
+robot_name:
+- agilex_cobot_magic
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 93
+  total_frames: 59541
+  fps: 30
+  total_tasks: 32
+  total_videos: 279
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 1.15 GB
+frame_num: 59541
+dataset_size: 1.15 GB
+data_structure: 'Agilex_Cobot_Magic_pass_object_right_to_left_black_tablecloth_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (81 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:92
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/agilex_cobot_magic_pass_object_right_to_left_green_tablecloth.yaml

@@ -0,0 +1,726 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: agilex_cobot_magic_pass_object_right_to_left_green_tablecloth
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: commercial_convenience
+  level2: supermarket
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+  level1: home_storage
+  level2: table
+  level3: null
+  level4: null
+  level5: null
+- object_name: ambrosial_yogurt
+  level1: food
+  level2: ambrosial_yogurt
+  level3: null
+  level4: null
+  level5: null
+- object_name: banana
+  level1: food
+  level2: banana
+  level3: null
+  level4: null
+  level5: null
+- object_name: long_bread
+  level1: food
+  level2: long_bread
+  level3: null
+  level4: null
+  level5: null
+- object_name: milk
+  level1: food
+  level2: milk
+  level3: null
+  level4: null
+  level5: null
+- object_name: yogurt
+  level1: food
+  level2: yogurt
+  level3: null
+  level4: null
+  level5: null
+- object_name: grape
+  level1: food
+  level2: grape
+  level3: null
+  level4: null
+  level5: null
+- object_name: ham_sausage
+  level1: food
+  level2: ham_sausage
+  level3: null
+  level4: null
+  level5: null
+- object_name: eggplant
+  level1: food
+  level2: eggplant
+  level3: null
+  level4: null
+  level5: null
+- object_name: chewing_gum
+  level1: food
+  level2: chewing_gum
+  level3: null
+  level4: null
+  level5: null
+- object_name: eyeglass_case
+  level1: laboratory_supplies
+  level2: eyeglass_case
+  level3: null
+  level4: null
+  level5: null
+- object_name: rubik's_cube
+  level1: toys
+  level2: rubik's_cube
+  level3: null
+  level4: null
+  level5: null
+- object_name: purple_trash_bag
+  level1: trash
+  level2: purple_trash_bag
+  level3: null
+  level4: null
+  level5: null
+- object_name: cleanser
+  level1: daily_necessities
+  level2: cleanser
+  level3: null
+  level4: null
+  level5: null
+- object_name: bathing_in_flowers
+  level1: daily_necessities
+  level2: bathing_in_flowers
+  level3: null
+  level4: null
+  level5: null
+- object_name: whiteboard_eraser
+  level1: stationery
+  level2: whiteboard_eraser
+  level3: null
+  level4: null
+  level5: null
+- object_name: candle
+  level1: daily_necessities
+  level2: candle
+  level3: null
+  level4: null
+  level5: null
+- object_name: green_table_cloths
+  level1: laboratory_supplies
+  level2: green_table_cloths
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- use the right gripper to pick up the item and transfer it from the right gripper
+  to the left gripper.
+sub_tasks:
+- subtask: The left gripper places milk on the left side of the table
+  subtask_index: 0
+- subtask: The left gripper places bread on the left side of the table
+  subtask_index: 1
+- subtask: Use the right gripper to grab the shampoo on the right side of the table
+  subtask_index: 2
+- subtask: Use the right to grab the bread on the right side of table
+  subtask_index: 3
+- subtask: Pass the bread to the left gripper
+  subtask_index: 4
+- subtask: Use the right gripper to grab the bread on the right side of the table
+  subtask_index: 5
+- subtask: 'The left gripper places grape on the left side of the table
+
+    '
+  subtask_index: 6
+- subtask: End
+  subtask_index: 7
+- subtask: 'The left gripper places bread on the left side of the table
+
+    '
+  subtask_index: 8
+- subtask: Pass the eggplant to the left gripper
+  subtask_index: 9
+- subtask: The left gripper places  yogurt on the left side of the table
+  subtask_index: 10
+- subtask: Pass the purple garbage bag to the left gripper
+  subtask_index: 11
+- subtask: 'Use the right gripper to grab the xbreadon the right side of the table
+
+    '
+  subtask_index: 12
+- subtask: The left gripper places yogurt on the left side of the table
+  subtask_index: 13
+- subtask: Pass the Rubik's Cube to the left gripper
+  subtask_index: 14
+- subtask: 'Use the right gripper to grab the grape on the right side of the table
+
+    '
+  subtask_index: 15
+- subtask: Use the right gripper to grab the grape on the right side of the table
+  subtask_index: 16
+- subtask: Pass the yogurt to the left gripper
+  subtask_index: 17
+- subtask: 'Pass the bread to the left gripper
+
+    '
+  subtask_index: 18
+- subtask: 'Use the  right gripper to grab the yogurt on the right side of the table
+
+    '
+  subtask_index: 19
+- subtask: Pass the grape to the left grippe
+  subtask_index: 20
+- subtask: 'Use the right gripper to grab the milk on the right side of the table
+
+    '
+  subtask_index: 21
+- subtask: The left gripper places shampoo on the left side of the table
+  subtask_index: 22
+- subtask: The left gripper places grape on the left side of the table
+  subtask_index: 23
+- subtask: The left gripper places eggplant on the left side of the table
+  subtask_index: 24
+- subtask: Use the right gripper to grab the milk on the right side of the table
+  subtask_index: 25
+- subtask: Pass the milk to the left gripper
+  subtask_index: 26
+- subtask: The left gripper places banana on the left side of the table
+  subtask_index: 27
+- subtask: The left gripper places  milk on the left side of the table
+  subtask_index: 28
+- subtask: The left gripper places xx on the left side of the table
+  subtask_index: 29
+- subtask: Pass the shampoo to the left gripper
+  subtask_index: 30
+- subtask: '
+
+    Pass the bread to the left gripper
+
+    '
+  subtask_index: 31
+- subtask: 'Use the right gripper to grab the bread on the right side of the table
+
+    '
+  subtask_index: 32
+- subtask: The left gripper places purple garbage bag on the left side of the table
+  subtask_index: 33
+- subtask: Use the right gripper to grab the xx on the right side of the table
+  subtask_index: 34
+- subtask: 'Pass the milk to the left gripper
+
+    '
+  subtask_index: 35
+- subtask: Pass the banana to the left gripper
+  subtask_index: 36
+- subtask: 'Pass the shampoo to the left gripper
+
+    '
+  subtask_index: 37
+- subtask: The left gripper places  Rubik's Cube on the left side of the table
+  subtask_index: 38
+- subtask: Use the right gripper to grab the purple garbage bag on the right side
+    of the table
+  subtask_index: 39
+- subtask: '
+
+    Pass the yogurt to the left gripper'
+  subtask_index: 40
+- subtask: '
+
+    Pass the bread to the left gripper'
+  subtask_index: 41
+- subtask: Use the right gripper to shampoo the  on the right side of the table
+  subtask_index: 42
+- subtask: 'User the right gripper to grab the grape on the right side of the table
+
+    '
+  subtask_index: 43
+- subtask: 'The left gripper places milk on the left side of the table
+
+    '
+  subtask_index: 44
+- subtask: Use the right gripper to grab the yogurt on the right side of the table
+  subtask_index: 45
+- subtask: 'The left gripper places yogurt on the left side of the table
+
+    '
+  subtask_index: 46
+- subtask: Use the right gripper to grab the shampoo  on the right side of the table
+  subtask_index: 47
+- subtask: Use the right gripper to grab the Rubik's Cube on the right side of the
+    table
+  subtask_index: 48
+- subtask: '
+
+    Pass the milk to the left gripper
+
+    '
+  subtask_index: 49
+- subtask: Pass the grape to the left gripper
+  subtask_index: 50
+- subtask: 'Pass the grape to the left gripper
+
+    '
+  subtask_index: 51
+- subtask: 'null'
+  subtask_index: 52
+atomic_actions:
+- grasp
+- lift
+- lower
+- handover
+- takeover
+robot_name:
+- agilex_cobot_magic
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 98
+  total_frames: 69065
+  fps: 30
+  total_tasks: 53
+  total_videos: 294
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 884.48 MB
+frame_num: 69065
+dataset_size: 884.48 MB
+data_structure: 'Agilex_Cobot_Magic_pass_object_right_to_left_green_tablecloth_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (86 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:97
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/agilex_cobot_magic_pass_object_right_to_left_khaki_tablecloth.yaml

@@ -0,0 +1,582 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: agilex_cobot_magic_pass_object_right_to_left_khaki_tablecloth
+dataset_uuid: 00000000-0000-0000-0000-000000000000
+scene_type:
+  level1: commercial_convenience
+  level2: supermarket
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+  level1: home_storage
+  level2: table
+  level3: null
+  level4: null
+  level5: null
+- object_name: ambrosial_yogurt
+  level1: food
+  level2: ambrosial_yogurt
+  level3: null
+  level4: null
+  level5: null
+- object_name: banana
+  level1: food
+  level2: banana
+  level3: null
+  level4: null
+  level5: null
+- object_name: long_bread
+  level1: food
+  level2: long_bread
+  level3: null
+  level4: null
+  level5: null
+- object_name: milk
+  level1: food
+  level2: milk
+  level3: null
+  level4: null
+  level5: null
+- object_name: yogurt
+  level1: food
+  level2: yogurt
+  level3: null
+  level4: null
+  level5: null
+- object_name: grape
+  level1: food
+  level2: grape
+  level3: null
+  level4: null
+  level5: null
+- object_name: ham_sausage
+  level1: food
+  level2: ham_sausage
+  level3: null
+  level4: null
+  level5: null
+- object_name: eggplant
+  level1: food
+  level2: eggplant
+  level3: null
+  level4: null
+  level5: null
+- object_name: chewing_gum
+  level1: food
+  level2: chewing_gum
+  level3: null
+  level4: null
+  level5: null
+- object_name: eyeglass_case
+  level1: laboratory_supplies
+  level2: eyeglass_case
+  level3: null
+  level4: null
+  level5: null
+- object_name: rubik's_cube
+  level1: toys
+  level2: rubik's_cube
+  level3: null
+  level4: null
+  level5: null
+- object_name: purple_trash_bag
+  level1: trash
+  level2: purple_trash_bag
+  level3: null
+  level4: null
+  level5: null
+- object_name: cleanser
+  level1: daily_necessities
+  level2: cleanser
+  level3: null
+  level4: null
+  level5: null
+- object_name: bathing_in_flowers
+  level1: daily_necessities
+  level2: bathing_in_flowers
+  level3: null
+  level4: null
+  level5: null
+- object_name: whiteboard_eraser
+  level1: stationery
+  level2: whiteboard_eraser
+  level3: null
+  level4: null
+  level5: null
+- object_name: candle
+  level1: daily_necessities
+  level2: candle
+  level3: null
+  level4: null
+  level5: null
+- object_name: khaki_table_cloths
+  level1: laboratory_supplies
+  level2: khaki_table_cloths
+  level3: null
+  level4: null
+  level5: null
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- use the right gripper to pick up the item and transfer it from the right gripper
+  to the left gripper.
+sub_tasks:
+- subtask: Unlabeled
+  subtask_index: 0
+- subtask: 'null'
+  subtask_index: 1
+atomic_actions:
+- grasp
+- lift
+- lower
+- handover
+- takeover
+robot_name:
+- agilex_cobot_magic
+end_effector_type: two_finger_gripper
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 98
+  total_frames: 64158
+  fps: 30
+  total_tasks: 2
+  total_videos: 294
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 749.82 MB
+frame_num: 64158
+dataset_size: 749.82 MB
+data_structure: 'Agilex_Cobot_Magic_pass_object_right_to_left_khaki_tablecloth_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (86 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:97
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

info/data_index.json

@@ -102,13 +102,17 @@
     "AgiBot-g1_storage_item_d",
     "AgiBot-g1_storage_item_e",
     "AgiBot-g1_tool_storage",
+    "Agilex_Cobot_Magic_classify_objects_eight",
     "Agilex_Cobot_Magic_close_drawer_bottom",
+    "Agilex_Cobot_Magic_close_drawer_top",
     "Agilex_Cobot_Magic_close_drawer_upper",
     "Agilex_Cobot_Magic_erase_board_left_side",
     "Agilex_Cobot_Magic_move_mouse_pen_black_tablecloth",
     "Agilex_Cobot_Magic_open_drawer_bottom",
     "Agilex_Cobot_Magic_storage_bread_basket",
+    "Agilex_Cobot_Magic_storage_object",
     "Agilex_Cobot_Magic_storage_object_closest",
+    "Agilex_Cobot_Magic_storage_object_closest_apple",
     "Airbot_MMK2_move_block_gold_bar_models",
     "Airbot_MMK2_move_book_front",
     "Airbot_MMK2_move_book_right_side",
@@ -122,10 +126,14 @@
     "Airbot_MMK2_pour_BBs",
     "Airbot_MMK2_push_toy_car",
     "Airbot_MMK2_slide_tape_onto_can",
+    "Airbot_MMK2_stack_bowl",
     "Airbot_MMK2_stack_cubic_block",
+    "Airbot_MMK2_storage_block_BBs",
+    "Airbot_MMK2_storage_block_tape_measure",
     "Airbot_MMK2_storage_bottle_part",
     "Airbot_MMK2_storage_bowl_wet_wipes",
     "Airbot_MMK2_storage_braised_pork_belly_shrimp",
+    "Airbot_MMK2_storage_cake_cup",
     "Airbot_MMK2_storage_cake_ice_cream",
     "Airbot_MMK2_storage_cookie_toy_car",
     "Airbot_MMK2_storage_cup",
@@ -258,9 +266,24 @@
     "G1edu-u3_put_the_water_bottle_on_the_table_d",
     "G1edu-u3_stack_bowls",
     "G1edu-u3_tray_storage_lemon_a",
+    "Galaxea_R1_Lite_arrange_baai_then_brain",
+    "Galaxea_R1_Lite_change_baai_into_brain",
+    "Galaxea_R1_Lite_fold_towel_twice",
+    "Galaxea_R1_Lite_mix_blue_yellow_left_large_test_tube",
+    "Galaxea_R1_Lite_mix_blue_yellow_right",
+    "Galaxea_R1_Lite_mix_color_small_test_tube",
+    "Galaxea_R1_Lite_mix_red_blue_large_test_tube",
+    "Galaxea_R1_Lite_mix_red_blue_left_large_test_tube",
+    "Galaxea_R1_Lite_mix_red_blue_right",
+    "Galaxea_R1_Lite_mix_red_yellow_large_test_tube",
+    "Galaxea_R1_Lite_mix_red_yellow_left_large_test_tube",
+    "Galaxea_R1_Lite_mix_red_yellow_right",
+    "Galaxea_R1_Lite_move_mouse",
     "Galaxea_R1_Lite_pour_solid",
+    "Galaxea_R1_Lite_pour_solid_marble_bar_counter",
     "Galaxea_R1_Lite_storage_object_dish",
     "Galaxea_R1_Lite_storage_object_yellow_basket",
+    "Galaxea_R1_Lite_toggle_drawer_red",
     "Galbot_g1_fold_clothe_b",
     "Galbot_g1_fold_clothe_c",
     "Galbot_g1_fold_clothe_e",
@@ -394,6 +417,10 @@
     "Tianqin_A2_box_storage_part",
     "Tianqin_A2_container_storage_graphics_card",
     "Tianqin_A2_place_the_paper_box",
+    "agilex_cobot_magic_pass_object_left_to_right_khaki_tablecloth",
+    "agilex_cobot_magic_pass_object_right_to_left_black_tablecloth",
+    "agilex_cobot_magic_pass_object_right_to_left_green_tablecloth",
+    "agilex_cobot_magic_pass_object_right_to_left_khaki_tablecloth",
     "alpha_bot_2_carry_the_clothes_basket",
     "alpha_bot_2_item_reversal",
     "alpha_bot_2_move_the_table",
@@ -454,5 +481,5 @@
     "leju_robot_pass_the_cleaner_d",
     "leju_robot_pass_the_cleaner_e"
   ],
-  "count": 453
+  "count": 480
 }