datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
gr00t-g1-grab-bottle-right-hand-zero-wandering-smooth-radius-5
Grab-Bottle (right hand) - zero-wandering, smoothing half-width 5
LeRobot v2.1 dataset for the Unitree G1 right-hand bottle-grab task, curated to
remove non-purposeful arm motion ("wandering") so a trained policy does not learn
unstable behavior. Derived from the
105-episode source teleoperation set
by running the kinematic zero-wandering pipeline at smoothing half-width 5;
each surviving clean sub-segment is emitted as its own episode (no action chunk ever
spans a cut).
This is… See the full description on the dataset page: https://huggingface.co/datasets/cloudwalk-research/gr00t-g1-grab-bottle-right-hand-zero-wandering-smooth-radius-5.gr00t-g1-grab-bottle-right-hand-zero-wandering-smooth-radius-15
Grab-Bottle (right hand) - zero-wandering, smoothing half-width 15
LeRobot v2.1 dataset for the Unitree G1 right-hand bottle-grab task, curated to
remove non-purposeful arm motion ("wandering") so a trained policy does not learn
unstable behavior. Derived from the
105-episode source teleoperation set
by running the kinematic zero-wandering pipeline at smoothing half-width 15;
each surviving clean sub-segment is emitted as its own episode (no action chunk ever
spans a cut).
This… See the full description on the dataset page: https://huggingface.co/datasets/cloudwalk-research/gr00t-g1-grab-bottle-right-hand-zero-wandering-smooth-radius-15.gr00t-g1-grab-bottle-right-hand-zero-wandering-smooth-radius-10
Grab-Bottle (right hand) - zero-wandering, smoothing half-width 10
LeRobot v2.1 dataset for the Unitree G1 right-hand bottle-grab task, curated to
remove non-purposeful arm motion ("wandering") so a trained policy does not learn
unstable behavior. Derived from the
105-episode source teleoperation set
by running the kinematic zero-wandering pipeline at smoothing half-width 10;
each surviving clean sub-segment is emitted as its own episode (no action chunk ever
spans a cut).
This… See the full description on the dataset page: https://huggingface.co/datasets/cloudwalk-research/gr00t-g1-grab-bottle-right-hand-zero-wandering-smooth-radius-10.gr00t-g1-grab-bottle-right-hand-zero-wandering-smooth-radius-20
Grab-Bottle (right hand) - zero-wandering, smoothing half-width 20
LeRobot v2.1 dataset for the Unitree G1 right-hand bottle-grab task, curated to
remove non-purposeful arm motion ("wandering") so a trained policy does not learn
unstable behavior. Derived from the
105-episode source teleoperation set
by running the kinematic zero-wandering pipeline at smoothing half-width 20;
each surviving clean sub-segment is emitted as its own episode (no action chunk ever
spans a cut).
This… See the full description on the dataset page: https://huggingface.co/datasets/cloudwalk-research/gr00t-g1-grab-bottle-right-hand-zero-wandering-smooth-radius-20.ur5_mixed_51_smoothThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "ur5e",
"total_episodes": 51,
"total_frames": 41160,
"total_tasks": 2,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 10,
"splits": {
"train": "0:51"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/LPSlvlv/ur5_mixed_51_smooth.icub_sim_dataset_t2_smooth_lerobotThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "icub",
"total_episodes": 90,
"total_frames": 9935,
"total_tasks": 5,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:90"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/ritamota/icub_sim_dataset_t2_smooth_lerobot.bimanual-smooth-fold-clothes-so101-testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "bi_so101_follower",
"total_episodes": 10,
"total_frames": 18801,
"total_tasks": 1,
"total_videos": 30,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:10"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/LittleFire99/bimanual-smooth-fold-clothes-so101-test.aera_semi_pnp_dr_02_05_2026_skip3_delta_no_go_home_no_static_smoothed__0005This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "AR4_MK3",
"total_episodes": 5349,
"total_frames": 362999,
"total_tasks": 72,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 25,
"splits": {
"train": "0:5349"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Purple69/aera_semi_pnp_dr_02_05_2026_skip3_delta_no_go_home_no_static_smoothed__0005.aera_semi_pnp_dr_16_06_2026_skip3_delta_no_go_home_no_static_smoothed_v2This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "AR4_MK3",
"total_episodes": 2855,
"total_frames": 428406,
"total_tasks": 156,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 23,
"splits": {
"train": "0:2855"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Purple69/aera_semi_pnp_dr_16_06_2026_skip3_delta_no_go_home_no_static_smoothed_v2.aera_semi_pnp_dr_16_06_2026_skip3_delta_no_go_home_no_static_smoothedThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "AR4_MK3",
"total_episodes": 2855,
"total_frames": 399698,
"total_tasks": 156,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 23,
"splits": {
"train": "0:2855"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Purple69/aera_semi_pnp_dr_16_06_2026_skip3_delta_no_go_home_no_static_smoothed.aera_semi_pnp_dr_02_05_2026_skip3_delta_no_go_home_no_static_smoothedpacking6test1_0905_smoothedThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "bi_piper_follower",
"total_episodes": 46,
"total_frames": 140146,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:46"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/mimiminsoo/packing6test1_0905_smoothed.lerobot_policy_act_smooth_30fpsThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so_follower",
"total_episodes": 100,
"total_frames": 37311,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:100"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/giacomoran/lerobot_policy_act_smooth_30fps.icub_sim_dataset_t4_smooth_lerobotThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "icub",
"total_episodes": 90,
"total_frames": 9216,
"total_tasks": 90,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:90"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/ritamota/icub_sim_dataset_t4_smooth_lerobot.spamcoffee_test1_0904_r2_combined_smoothedThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "bi_piper_follower",
"total_episodes": 53,
"total_frames": 133994,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:17"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/mimiminsoo/spamcoffee_test1_0904_r2_combined_smoothed.icub_sim_dataset_t3_smooth_lerobotThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "icub",
"total_episodes": 90,
"total_frames": 4000,
"total_tasks": 90,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:90"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/ritamota/icub_sim_dataset_t3_smooth_lerobot.ur5_blueblock_box_v2_30_smoothThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "ur5e",
"total_episodes": 30,
"total_frames": 19080,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 10,
"splits": {
"train": "0:30"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/LPSlvlv/ur5_blueblock_box_v2_30_smooth.packing_0909__smoothedThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "bi_piper_follower",
"total_episodes": 20,
"total_frames": 47959,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:10"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/mimiminsoo/packing_0909__smoothed.spamcoffee_noyolo_combined_smoothedThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "bi_piper_follower",
"total_episodes": 50,
"total_frames": 115388,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:10"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/mimiminsoo/spamcoffee_noyolo_combined_smoothed.icub_sim_dataset_t1_smooth_lerobotThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "icub",
"total_episodes": 90,
"total_frames": 12632,
"total_tasks": 64,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:90"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/ritamota/icub_sim_dataset_t1_smooth_lerobot.astra_grab_floor_toys_smoothed_base_cmdThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": null,
"total_episodes": 50,
"total_frames": 73694,
"total_tasks": 1,
"total_videos": 150,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:50"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/lookas/astra_grab_floor_toys_smoothed_base_cmd.125tanq_final_wo_smoothThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 60,
"total_frames": 16103,
"total_tasks": 1,
"total_videos": 120,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:60"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/radiuson/125tanq_final_wo_smooth.so101_cube_sim_pick_0923_smooth_notailThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"observation.state": {
"dtype": "float32",
"shape": [
6
],
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos"… See the full description on the dataset page: https://huggingface.co/datasets/Chaenn/so101_cube_sim_pick_0923_smooth_notail.astra_grab_floor_toys_extended_smoothed_base_cmdThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "astra_joint",
"total_episodes": 80,
"total_frames": 113547,
"total_tasks": 1,
"total_videos": 240,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:80"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/lookas/astra_grab_floor_toys_extended_smoothed_base_cmd.real01b-marker-d2-umirel-schemep-mono-SMOOTHNESS-PROBE5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 15,
"features": {
"observation.state": {
"dtype": "float32",
"shape": [
7
],
"names": [
"cart_pos_x",
"cart_pos_y",
"cart_pos_z",
"cart_rot_x",
"cart_rot_y",
"cart_rot_z"… See the full description on the dataset page: https://huggingface.co/datasets/ankile/real01b-marker-d2-umirel-schemep-mono-SMOOTHNESS-PROBE5.buster-smooth-sync
BUSTER_Episode_2
LeRobot v2.1 format dataset for robot manipulation.
Dataset Structure
Episodes: 2 episodes of robot manipulation
Total Frames: 2303 frames
Cameras: 3 camera views per episode
observation.images.base_camera_sensor_image_raw
observation.images.arm1_camera_sensor_image_raw
observation.images.arm2_camera_sensor_image_raw
Robot: Bimanual manipulator with 34 joints
Format: LeRobot v2.1
Usage with LeRobot
from… See the full description on the dataset page: https://huggingface.co/datasets/Sraghvi/buster-smooth-sync.spamcoffee_test1_0904_r2_combined_smoothed_noregraspThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "bi_piper_follower",
"total_episodes": 53,
"total_frames": 133994,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:17"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/mimiminsoo/spamcoffee_test1_0904_r2_combined_smoothed_noregrasp.icub_sim_dataset_t5_smooth_lerobotThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "icub",
"total_episodes": 90,
"total_frames": 10716,
"total_tasks": 90,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 5,
"splits": {
"train": "0:90"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/ritamota/icub_sim_dataset_t5_smooth_lerobot.so101_cube_sim_pick_0923_smoothThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"observation.state": {
"dtype": "float32",
"shape": [
6
],
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos"… See the full description on the dataset page: https://huggingface.co/datasets/Chaenn/so101_cube_sim_pick_0923_smooth.SmoothNLPNews