Download dataset_stats.json from Bigenlight/cube_stack_raw: direct link, hf CLI and curl.
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https://huggingface.co/datasets/Bigenlight/cube_stack_raw/resolve/main/dataset_stats.json
- Command line
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hf download hf://datasets/Bigenlight/cube_stack_raw/dataset_stats.json
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curl -L -o dataset_stats.json https://huggingface.co/datasets/Bigenlight/cube_stack_raw/resolve/main/dataset_stats.json
137 kB
| { | |
| "dataset": "Bigenlight/cube_stack_raw", | |
| "task": "stack the red cube on the blue cube", | |
| "generated_utc": "2026-09-19T13:17:24+00:00", | |
| "generated_by": "make_raw_stats.py \u2014 h5py + cv2 + ffprobe audit over all 60 take folders (vectors.h5, cam1.mp4, cam2.mp4 \u2014 depth-free mode, every depth section skipped). mean rate = (N-1)/(t_last-t_first) per take, then median across takes; dt percentiles pooled over all takes. Video frame counts from `cv2 CAP_PROP_FRAME_COUNT`. Value ranges pooled over all takes.", | |
| "aggregate": { | |
| "n_takes": 60, | |
| "total_duration_s": 673.13, | |
| "total_cam1_frames": 20177, | |
| "total_cam2_frames": 20175, | |
| "total_bytes": 454240405, | |
| "total_bytes_cam1_mp4": 148248514, | |
| "total_bytes_cam2_mp4": 162408787, | |
| "total_bytes_vectors_h5": 143583104, | |
| "duration_median_s": 9.94, | |
| "duration_min_s": 7.49, | |
| "duration_max_s": 21.32, | |
| "duration_min_take": "take_41_20260919_214829", | |
| "duration_max_take": "take_08_20260919_213417_recover_many", | |
| "nan_or_inf_hits": [], | |
| "absolute_path_hits": [], | |
| "stray_files": [], | |
| "video_frame_count_method": "cv2 CAP_PROP_FRAME_COUNT", | |
| "all_video_frame_counts_match_h5": true, | |
| "video_formats": [], | |
| "takes_with_cam1_cam2_diff": { | |
| "take_01_20260919_212809": -1, | |
| "take_01_20260919_213136": 1, | |
| "take_05_20260919_213309": -1, | |
| "take_08_20260919_213417_recover_many": 1, | |
| "take_10_20260919_213536": -1, | |
| "take_12_20260919_213621": -1, | |
| "take_15_20260919_213719": -1, | |
| "take_16_20260919_213742": 1, | |
| "take_17_20260919_213803_recover": 1, | |
| "take_18_20260919_213830_recover": -1, | |
| "take_19_20260919_213856": 1, | |
| "take_25_20260919_214126": -1, | |
| "take_28_20260919_214228_recover_many": -1, | |
| "take_29_20260919_214304_recover": 1, | |
| "take_33_20260919_214505": 1, | |
| "take_35_20260919_214552": -1, | |
| "take_47_20260919_215058": 1, | |
| "take_50_20260919_215206_recover_many": 1, | |
| "take_52_20260919_215303": 1, | |
| "take_55_20260919_215359": 1 | |
| }, | |
| "columns_attr_python_types": [ | |
| "str" | |
| ], | |
| "identical_group_set_across_takes": true, | |
| "groups": [ | |
| "cam1_frames", | |
| "cam2_frames", | |
| "command", | |
| "gello_joint_states", | |
| "gripper", | |
| "synchronized", | |
| "tcp_pose", | |
| "ur_joint_states", | |
| "wrench" | |
| ], | |
| "takes_with_multiple_grip_closures": [ | |
| "take_06_20260919_213329_recover", | |
| "take_07_20260919_213354", | |
| "take_08_20260919_213417_recover_many", | |
| "take_09_20260919_213502_recover", | |
| "take_17_20260919_213803_recover", | |
| "take_18_20260919_213830_recover", | |
| "take_28_20260919_214228_recover_many", | |
| "take_29_20260919_214304_recover", | |
| "take_42_20260919_214846_recover", | |
| "take_43_20260919_214914_recover", | |
| "take_45_20260919_215006_recover", | |
| "take_50_20260919_215206_recover_many", | |
| "take_57_20260919_215436_recover" | |
| ], | |
| "has_depth": false, | |
| "takes_with_no_grip_closure": [] | |
| }, | |
| "rates": { | |
| "cam1_frames": { | |
| "mean_rate_hz_median_over_takes": 29.98, | |
| "mean_rate_hz_min": 29.97, | |
| "mean_rate_hz_max": 30.02, | |
| "median_dt_ms": 33.6, | |
| "p05_dt_ms": 31.4, | |
| "p95_dt_ms": 35.3, | |
| "max_dt_ms": 63.7, | |
| "rate_from_median_dt_hz": 29.76 | |
| }, | |
| "cam2_frames": { | |
| "mean_rate_hz_median_over_takes": 29.99, | |
| "mean_rate_hz_min": 29.91, | |
| "mean_rate_hz_max": 30.02, | |
| "median_dt_ms": 33.6, | |
| "p05_dt_ms": 31.07, | |
| "p95_dt_ms": 35.6, | |
| "max_dt_ms": 65.6, | |
| "rate_from_median_dt_hz": 29.76 | |
| }, | |
| "command": { | |
| "mean_rate_hz_median_over_takes": 250.18, | |
| "mean_rate_hz_min": 249.0, | |
| "mean_rate_hz_max": 250.43, | |
| "median_dt_ms": 4.0, | |
| "p05_dt_ms": 2.8, | |
| "p95_dt_ms": 5.2, | |
| "max_dt_ms": 29.5, | |
| "rate_from_median_dt_hz": 250.0 | |
| }, | |
| "ur_joint_states": { | |
| "mean_rate_hz_median_over_takes": 500.1, | |
| "mean_rate_hz_min": 486.21, | |
| "mean_rate_hz_max": 500.5, | |
| "median_dt_ms": 2.0, | |
| "p05_dt_ms": 1.2, | |
| "p95_dt_ms": 2.8, | |
| "max_dt_ms": 28.3, | |
| "rate_from_median_dt_hz": 500.0 | |
| }, | |
| "tcp_pose": { | |
| "mean_rate_hz_median_over_takes": 500.05, | |
| "mean_rate_hz_min": 485.4, | |
| "mean_rate_hz_max": 500.47, | |
| "median_dt_ms": 2.0, | |
| "p05_dt_ms": 0.7, | |
| "p95_dt_ms": 3.5, | |
| "max_dt_ms": 26.4, | |
| "rate_from_median_dt_hz": 500.0 | |
| }, | |
| "wrench": { | |
| "mean_rate_hz_median_over_takes": 500.03, | |
| "mean_rate_hz_min": 485.86, | |
| "mean_rate_hz_max": 500.5, | |
| "median_dt_ms": 2.0, | |
| "p05_dt_ms": 1.1, | |
| "p95_dt_ms": 3.1, | |
| "max_dt_ms": 23.6, | |
| "rate_from_median_dt_hz": 500.0 | |
| }, | |
| "gripper": { | |
| "mean_rate_hz_median_over_takes": 39.15, | |
| "mean_rate_hz_min": 37.48, | |
| "mean_rate_hz_max": 42.65, | |
| "median_dt_ms": 32.4, | |
| "p05_dt_ms": 10.8, | |
| "p95_dt_ms": 34.2, | |
| "max_dt_ms": 51.7, | |
| "rate_from_median_dt_hz": 30.86 | |
| }, | |
| "gello_joint_states": { | |
| "mean_rate_hz_median_over_takes": 30.0, | |
| "mean_rate_hz_min": 30.0, | |
| "mean_rate_hz_max": 30.05, | |
| "median_dt_ms": 33.3, | |
| "p05_dt_ms": 32.1, | |
| "p95_dt_ms": 34.4, | |
| "max_dt_ms": 50.9, | |
| "rate_from_median_dt_hz": 30.03 | |
| } | |
| }, | |
| "leader_vs_follower": { | |
| "note": "gello_* is the GELLO LEADER. Measured here: the leader joints in this session are NOT a fixed-offset mirror of the follower (contrast cube_in_cup_raw, where joints 1-5 tracked within +/-0.011 rad). Per-joint difference statistics are given for completeness; the per-take median of the difference itself scatters (see *_take_median_std), so there is no single offset to subtract. WHY: this session was recorded in END-EFFECTOR (EEF) delta teleop mode (ur7e_gello_real.launch.py robot_ip:=<ROBOT_IP> headless_mode:=true control_mode:=eef), not joint mode. The bridge computes the leader end-effector pose by forward kinematics of a virtual leader chain, takes the pose delta, and solves IK on the UR7e to produce the joint targets in `command`. The leader's own joint angles are a different kinematic solution, so joint-1 anti-correlation is expected and joint 6 is not a 2*pi wrap. cube_in_cup_raw / banana_in_pot_raw were joint-mode recordings, hence their ~0 offsets. `command` remains the true absolute joint target in both modes.", | |
| "per_joint": { | |
| "gello_q1_minus_ur_q1_rad": { | |
| "median": -3.5065, | |
| "mean": -3.4452, | |
| "p05": -4.139, | |
| "p95": -2.6294, | |
| "min": -4.3078, | |
| "max": -2.3736, | |
| "take_median_min": -4.0852, | |
| "take_median_max": -2.504, | |
| "take_median_std": 0.3181, | |
| "corr_gello_vs_ur_mean_over_takes": -0.974, | |
| "corr_gello_vs_cmd_mean_over_takes": -0.983, | |
| "corr_dgello_vs_dcmd_mean_over_takes": -0.666, | |
| "n": 20191 | |
| }, | |
| "gello_q2_minus_ur_q2_rad": { | |
| "median": -0.0514, | |
| "mean": -0.033, | |
| "p05": -0.3445, | |
| "p95": 0.3061, | |
| "min": -0.5212, | |
| "max": 0.533, | |
| "take_median_min": -0.3941, | |
| "take_median_max": 0.3552, | |
| "take_median_std": 0.1708, | |
| "corr_gello_vs_ur_mean_over_takes": 0.292, | |
| "corr_gello_vs_cmd_mean_over_takes": 0.291, | |
| "corr_dgello_vs_dcmd_mean_over_takes": 0.004, | |
| "n": 20191 | |
| }, | |
| "gello_q3_minus_ur_q3_rad": { | |
| "median": -0.1488, | |
| "mean": -0.1746, | |
| "p05": -0.6042, | |
| "p95": 0.1793, | |
| "min": -1.0531, | |
| "max": 0.3501, | |
| "take_median_min": -0.8053, | |
| "take_median_max": 0.1771, | |
| "take_median_std": 0.199, | |
| "corr_gello_vs_ur_mean_over_takes": 0.297, | |
| "corr_gello_vs_cmd_mean_over_takes": 0.298, | |
| "corr_dgello_vs_dcmd_mean_over_takes": 0.097, | |
| "n": 20191 | |
| }, | |
| "gello_q4_minus_ur_q4_rad": { | |
| "median": 0.1569, | |
| "mean": 0.1655, | |
| "p05": -0.1377, | |
| "p95": 0.4935, | |
| "min": -0.5136, | |
| "max": 0.9686, | |
| "take_median_min": -0.1913, | |
| "take_median_max": 0.5238, | |
| "take_median_std": 0.137, | |
| "corr_gello_vs_ur_mean_over_takes": 0.554, | |
| "corr_gello_vs_cmd_mean_over_takes": 0.548, | |
| "corr_dgello_vs_dcmd_mean_over_takes": 0.315, | |
| "n": 20191 | |
| }, | |
| "gello_q5_minus_ur_q5_rad": { | |
| "median": -0.0672, | |
| "mean": -0.0589, | |
| "p05": -0.2119, | |
| "p95": 0.1249, | |
| "min": -0.3598, | |
| "max": 0.3693, | |
| "take_median_min": -0.21, | |
| "take_median_max": 0.1241, | |
| "take_median_std": 0.0659, | |
| "corr_gello_vs_ur_mean_over_takes": -0.531, | |
| "corr_gello_vs_cmd_mean_over_takes": -0.547, | |
| "corr_dgello_vs_dcmd_mean_over_takes": -0.259, | |
| "n": 20191 | |
| }, | |
| "gello_q6_minus_ur_q6_rad": { | |
| "median": -3.3436, | |
| "mean": -3.2759, | |
| "p05": -4.0061, | |
| "p95": -2.4128, | |
| "min": -4.3098, | |
| "max": -1.9399, | |
| "take_median_min": -4.0052, | |
| "take_median_max": -2.3962, | |
| "take_median_std": 0.3455, | |
| "corr_gello_vs_ur_mean_over_takes": -0.817, | |
| "corr_gello_vs_cmd_mean_over_takes": -0.822, | |
| "corr_dgello_vs_dcmd_mean_over_takes": -0.31, | |
| "n": 20191 | |
| } | |
| } | |
| }, | |
| "command_tracking": { | |
| "note": "|command cmd_i - ur_joint_states q_i| after nearest-timestamp alignment of the follower onto the command clock. This is the servo following error, pooled over all takes.", | |
| "per_joint": { | |
| "j1": { | |
| "median_of_take_medians_rad": 0.0021, | |
| "mean_rad": 0.007484, | |
| "max_rad": 0.042276 | |
| }, | |
| "j2": { | |
| "median_of_take_medians_rad": 0.0047, | |
| "mean_rad": 0.006985, | |
| "max_rad": 0.048739 | |
| }, | |
| "j3": { | |
| "median_of_take_medians_rad": 0.0034, | |
| "mean_rad": 0.005773, | |
| "max_rad": 0.050231 | |
| }, | |
| "j4": { | |
| "median_of_take_medians_rad": 0.0072, | |
| "mean_rad": 0.010432, | |
| "max_rad": 0.052279 | |
| }, | |
| "j5": { | |
| "median_of_take_medians_rad": 0.0019, | |
| "mean_rad": 0.00325, | |
| "max_rad": 0.051644 | |
| }, | |
| "j6": { | |
| "median_of_take_medians_rad": 0.0033, | |
| "mean_rad": 0.00847, | |
| "max_rad": 0.062774 | |
| } | |
| } | |
| }, | |
| "timestamp_lag": { | |
| "note": "What this block measures: how far `ur_joint_states` (and, by cross-correlation, `tcp_pose`) trail `command` on the recorded t_rel_s timebase. HOW TO READ IT depends on which recorder wrote the corpus. (a) PRE-FIX GUI recorder (no `stamp_s` columns; e.g. Bigenlight/carrot_in_pot_raw, 2026-09-14): t_rel_s is the time the subscription callback RAN, all callbacks shared one spin thread, and depth writes starved it, so /joint_states (KEEP_LAST 100 at ~100 Hz) left the queue ~0.9-1.0 s old and tcp_pose/wrench (depth 50) ~0.5 s old - a RECORDER ARTEFACT with the starvation signature that command/ur_joint_states/tcp_pose/wrench all collapse onto one recorded rate; the fix rule for consumers was to subtract the lag from those tables' t_rel_s. (b) FIXED recorder (header stamps stored as `stamp_s`, queue depth 5, frame I/O on a writer thread; commit 9d54490, 2026-09-14): nothing is stamped late, the four robot tables keep their own native rates, and whatever lag is measured here is the real arm's servo tracking delay behind the streamed joint target - genuine robot behaviour that is IN the data and must NOT be subtracted. `recorder_artefact_expected` below says which case this corpus is, from the presence of `stamp_s`; the `stamp_s` block (when present) carries the direct cross-table evidence. NOTHING IS REWRITTEN HERE: the raw files are as recorded.", | |
| "recorder_artefact_expected": false, | |
| "ur_joint_states_lag_s": { | |
| "min": 0.085, | |
| "median": 0.085, | |
| "max": 0.085, | |
| "n_takes": 60 | |
| }, | |
| "ur_joint_states_lag_s_mean_objective": { | |
| "min": 0.085, | |
| "median": 0.085, | |
| "max": 0.09, | |
| "n_takes": 60 | |
| }, | |
| "takes_at_modal_lag": 60, | |
| "modal_lag_s": 0.085, | |
| "residual_rad_at_lag": { | |
| "min": 0.0002, | |
| "median": 0.0003, | |
| "max": 0.0004, | |
| "n_takes": 60 | |
| }, | |
| "residual_rad_at_lag_mean": { | |
| "min": 0.0003, | |
| "median": 0.0004, | |
| "max": 0.0005, | |
| "n_takes": 60 | |
| }, | |
| "residual_rad_at_zero": { | |
| "min": 0.0033, | |
| "median": 0.0054, | |
| "max": 0.0086, | |
| "n_takes": 60 | |
| }, | |
| "residual_rad_at_zero_mean": { | |
| "min": 0.0049, | |
| "median": 0.0071, | |
| "max": 0.0095, | |
| "n_takes": 60 | |
| }, | |
| "xcorr_command_to_ur_joint_states_s": { | |
| "min": 0.075, | |
| "median": 0.095, | |
| "max": 0.1, | |
| "n_takes": 60 | |
| }, | |
| "xcorr_command_to_tcp_pose_s": { | |
| "min": 0.065, | |
| "median": 0.1, | |
| "max": 0.1, | |
| "n_takes": 60 | |
| }, | |
| "xcorr_tcp_pose_to_ur_joint_states_s": { | |
| "min": 0.0, | |
| "median": 0.0, | |
| "max": 0.0, | |
| "n_takes": 60 | |
| }, | |
| "per_take": [ | |
| { | |
| "take": "take_01_20260919_212809", | |
| "ur_joint_states_lag_s": 0.085, | |
| "ur_joint_states_lag_s_mean_objective": 0.085, | |
| "residual_rad_at_lag": 0.0003, | |
| "residual_rad_at_lag_mean": 0.0005, | |
| "n_compared": 2151, | |
| "residual_rad_at_zero": 0.0078, | |
| "residual_rad_at_zero_mean": 0.0084, | |
| "xcorr_command_to_ur_joint_states_s": 0.075, | |
| "xcorr_command_to_ur_joint_states_r": 0.947, | |
| "xcorr_command_to_tcp_pose_s": 0.08, | |
| "xcorr_command_to_tcp_pose_r": 0.839, | |
| "xcorr_tcp_pose_to_ur_joint_states_s": 0.0, | |
| "xcorr_tcp_pose_to_ur_joint_states_r": 0.893 | |
| }, | |
| { | |
| "take": "take_01_20260919_213136", | |
| "ur_joint_states_lag_s": 0.085, | |
| "ur_joint_states_lag_s_mean_objective": 0.085, | |
| "residual_rad_at_lag": 0.0003, | |
| "residual_rad_at_lag_mean": 0.0004, | |
| "n_compared": 2294, | |
| "residual_rad_at_zero": 0.0063, | |
| "residual_rad_at_zero_mean": 0.0095, | |
| "xcorr_command_to_ur_joint_states_s": 0.1, | |
| "xcorr_command_to_ur_joint_states_r": 0.974, | |
| "xcorr_command_to_tcp_pose_s": 0.07, | |
| "xcorr_command_to_tcp_pose_r": 0.886, | |
| "xcorr_tcp_pose_to_ur_joint_states_s": 0.0, | |
| "xcorr_tcp_pose_to_ur_joint_states_r": 0.909 | |
| }, | |
| { | |
| "take": "take_02_20260919_213158", | |
| "ur_joint_states_lag_s": 0.085, | |
| "ur_joint_states_lag_s_mean_objective": 0.085, | |
| "residual_rad_at_lag": 0.0003, | |
| "residual_rad_at_lag_mean": 0.0004, | |
| "n_compared": 2434, | |
| "residual_rad_at_zero": 0.0053, | |
| "residual_rad_at_zero_mean": 0.0077, | |
| "xcorr_command_to_ur_joint_states_s": 0.085, | |
| "xcorr_command_to_ur_joint_states_r": 0.97, | |
| "xcorr_command_to_tcp_pose_s": 0.1, | |
| "xcorr_command_to_tcp_pose_r": 0.86, | |
| "xcorr_tcp_pose_to_ur_joint_states_s": 0.0, | |
| "xcorr_tcp_pose_to_ur_joint_states_r": 0.885 | |
| }, | |
| { | |
| "take": "take_03_20260919_213223", | |
| "ur_joint_states_lag_s": 0.085, | |
| "ur_joint_states_lag_s_mean_objective": 0.085, | |
| "residual_rad_at_lag": 0.0003, | |
| "residual_rad_at_lag_mean": 0.0004, | |
| "n_compared": 2625, | |
| "residual_rad_at_zero": 0.0045, | |
| "residual_rad_at_zero_mean": 0.0068, | |
| "xcorr_command_to_ur_joint_states_s": 0.1, | |
| "xcorr_command_to_ur_joint_states_r": 0.965, | |
| "xcorr_command_to_tcp_pose_s": 0.1, | |
| "xcorr_command_to_tcp_pose_r": 0.919, | |
| "xcorr_tcp_pose_to_ur_joint_states_s": 0.0, | |
| "xcorr_tcp_pose_to_ur_joint_states_r": 0.951 | |
| }, | |
| { | |
| "take": "take_04_20260919_213244", | |
| "ur_joint_states_lag_s": 0.085, | |
| "ur_joint_states_lag_s_mean_objective": 0.085, | |
| "residual_rad_at_lag": 0.0002, | |
| "residual_rad_at_lag_mean": 0.0003, | |
| "n_compared": 2442, | |
| "residual_rad_at_zero": 0.0039, | |
| "residual_rad_at_zero_mean": 0.0063, | |
| "xcorr_command_to_ur_joint_states_s": 0.095, | |
| "xcorr_command_to_ur_joint_states_r": 0.978, | |
| "xcorr_command_to_tcp_pose_s": 0.1, | |
| "xcorr_command_to_tcp_pose_r": 0.93, | |
| "xcorr_tcp_pose_to_ur_joint_states_s": 0.0, | |
| "xcorr_tcp_pose_to_ur_joint_states_r": 0.95 | |
| }, | |
| { | |
| "take": "take_05_20260919_213309", | |
| "ur_joint_states_lag_s": 0.085, | |
| "ur_joint_states_lag_s_mean_objective": 0.085, | |
| "residual_rad_at_lag": 0.0003, | |
| "residual_rad_at_lag_mean": 0.0003, | |
| "n_compared": 2282, | |
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| "xcorr_command_to_tcp_pose_s": 0.1, | |
| "xcorr_command_to_tcp_pose_r": 0.94, | |
| "xcorr_tcp_pose_to_ur_joint_states_s": 0.0, | |
| "xcorr_tcp_pose_to_ur_joint_states_r": 0.954 | |
| }, | |
| { | |
| "take": "take_56_20260919_215418", | |
| "ur_joint_states_lag_s": 0.085, | |
| "ur_joint_states_lag_s_mean_objective": 0.085, | |
| "residual_rad_at_lag": 0.0004, | |
| "residual_rad_at_lag_mean": 0.0005, | |
| "n_compared": 2131, | |
| "residual_rad_at_zero": 0.0066, | |
| "residual_rad_at_zero_mean": 0.008, | |
| "xcorr_command_to_ur_joint_states_s": 0.1, | |
| "xcorr_command_to_ur_joint_states_r": 0.964, | |
| "xcorr_command_to_tcp_pose_s": 0.1, | |
| "xcorr_command_to_tcp_pose_r": 0.876, | |
| "xcorr_tcp_pose_to_ur_joint_states_s": 0.0, | |
| "xcorr_tcp_pose_to_ur_joint_states_r": 0.908 | |
| }, | |
| { | |
| "take": "take_57_20260919_215436_recover", | |
| "ur_joint_states_lag_s": 0.085, | |
| "ur_joint_states_lag_s_mean_objective": 0.085, | |
| "residual_rad_at_lag": 0.0003, | |
| "residual_rad_at_lag_mean": 0.0004, | |
| "n_compared": 3798, | |
| "residual_rad_at_zero": 0.0046, | |
| "residual_rad_at_zero_mean": 0.0057, | |
| "xcorr_command_to_ur_joint_states_s": 0.095, | |
| "xcorr_command_to_ur_joint_states_r": 0.962, | |
| "xcorr_command_to_tcp_pose_s": 0.1, | |
| "xcorr_command_to_tcp_pose_r": 0.809, | |
| "xcorr_tcp_pose_to_ur_joint_states_s": 0.0, | |
| "xcorr_tcp_pose_to_ur_joint_states_r": 0.838 | |
| }, | |
| { | |
| "take": "take_58_20260919_215503", | |
| "ur_joint_states_lag_s": 0.085, | |
| "ur_joint_states_lag_s_mean_objective": 0.085, | |
| "residual_rad_at_lag": 0.0003, | |
| "residual_rad_at_lag_mean": 0.0004, | |
| "n_compared": 2632, | |
| "residual_rad_at_zero": 0.005, | |
| "residual_rad_at_zero_mean": 0.007, | |
| "xcorr_command_to_ur_joint_states_s": 0.1, | |
| "xcorr_command_to_ur_joint_states_r": 0.966, | |
| "xcorr_command_to_tcp_pose_s": 0.1, | |
| "xcorr_command_to_tcp_pose_r": 0.878, | |
| "xcorr_tcp_pose_to_ur_joint_states_s": 0.0, | |
| "xcorr_tcp_pose_to_ur_joint_states_r": 0.905 | |
| }, | |
| { | |
| "take": "take_59_20260919_215546", | |
| "ur_joint_states_lag_s": 0.085, | |
| "ur_joint_states_lag_s_mean_objective": 0.085, | |
| "residual_rad_at_lag": 0.0003, | |
| "residual_rad_at_lag_mean": 0.0004, | |
| "n_compared": 2426, | |
| "residual_rad_at_zero": 0.0056, | |
| "residual_rad_at_zero_mean": 0.0074, | |
| "xcorr_command_to_ur_joint_states_s": 0.09, | |
| "xcorr_command_to_ur_joint_states_r": 0.967, | |
| "xcorr_command_to_tcp_pose_s": 0.09, | |
| "xcorr_command_to_tcp_pose_r": 0.903, | |
| "xcorr_tcp_pose_to_ur_joint_states_s": 0.0, | |
| "xcorr_tcp_pose_to_ur_joint_states_r": 0.936 | |
| } | |
| ] | |
| }, | |
| "stamp_s": { | |
| "present": true, | |
| "note": "ROS header stamp (absolute epoch seconds), stored per-row by the FIXED recorder alongside the callback-time `t_rel_s`. A near-zero stamp_minus_cam1_stamp offset and a rate_ratio_trel_over_stamp near 1.0 for every table is the evidence that this corpus does NOT carry the recorder-timestamp-lag artefact described in `timestamp_lag` above (contrast a pre-fix corpus, where ur_joint_states/tcp_pose/wrench are stamped ~0.5-0.9 s late on t_rel_s but stamp_s is exact).", | |
| "tables": [ | |
| "cam1_frames", | |
| "cam2_frames", | |
| "gello_joint_states", | |
| "tcp_pose", | |
| "ur_joint_states", | |
| "wrench" | |
| ], | |
| "per_table": { | |
| "cam1_frames": { | |
| "dt_stamp_s_median_ms": 33.358, | |
| "dt_stamp_s_p99_ms": 33.358, | |
| "rate_trel_hz_median_over_takes": 29.984, | |
| "rate_stamp_hz_median_over_takes": 29.978, | |
| "rate_ratio_trel_over_stamp_median_over_takes": 1.0002, | |
| "stamp_minus_cam1_stamp_at_same_t_rel_s_median_over_takes": 0.0, | |
| "n_takes": 60 | |
| }, | |
| "cam2_frames": { | |
| "dt_stamp_s_median_ms": 33.357, | |
| "dt_stamp_s_p99_ms": 33.358, | |
| "rate_trel_hz_median_over_takes": 29.986, | |
| "rate_stamp_hz_median_over_takes": 29.978, | |
| "rate_ratio_trel_over_stamp_median_over_takes": 1.0002, | |
| "stamp_minus_cam1_stamp_at_same_t_rel_s_median_over_takes": 0.0064, | |
| "n_takes": 60 | |
| }, | |
| "gello_joint_states": { | |
| "dt_stamp_s_median_ms": 33.333, | |
| "dt_stamp_s_p99_ms": 33.46, | |
| "rate_trel_hz_median_over_takes": 30.004, | |
| "rate_stamp_hz_median_over_takes": 30.0, | |
| "rate_ratio_trel_over_stamp_median_over_takes": 1.0001, | |
| "stamp_minus_cam1_stamp_at_same_t_rel_s_median_over_takes": 0.035, | |
| "n_takes": 60 | |
| }, | |
| "tcp_pose": { | |
| "dt_stamp_s_median_ms": 2.0, | |
| "dt_stamp_s_p99_ms": 2.035, | |
| "rate_trel_hz_median_over_takes": 500.054, | |
| "rate_stamp_hz_median_over_takes": 499.7, | |
| "rate_ratio_trel_over_stamp_median_over_takes": 1.0007, | |
| "stamp_minus_cam1_stamp_at_same_t_rel_s_median_over_takes": 0.035, | |
| "n_takes": 60 | |
| }, | |
| "ur_joint_states": { | |
| "dt_stamp_s_median_ms": 1.999, | |
| "dt_stamp_s_p99_ms": 2.053, | |
| "rate_trel_hz_median_over_takes": 500.1, | |
| "rate_stamp_hz_median_over_takes": 499.769, | |
| "rate_ratio_trel_over_stamp_median_over_takes": 1.0008, | |
| "stamp_minus_cam1_stamp_at_same_t_rel_s_median_over_takes": 0.0351, | |
| "n_takes": 60 | |
| }, | |
| "wrench": { | |
| "dt_stamp_s_median_ms": 1.999, | |
| "dt_stamp_s_p99_ms": 2.052, | |
| "rate_trel_hz_median_over_takes": 500.028, | |
| "rate_stamp_hz_median_over_takes": 499.717, | |
| "rate_ratio_trel_over_stamp_median_over_takes": 1.0008, | |
| "stamp_minus_cam1_stamp_at_same_t_rel_s_median_over_takes": 0.0345, | |
| "n_takes": 60 | |
| } | |
| } | |
| }, | |
| "regrasp_takes": [ | |
| { | |
| "take": "take_06_20260919_213329_recover", | |
| "closures": [ | |
| { | |
| "t_close_s": 3.37, | |
| "t_open_s": 7.64, | |
| "grip_pos_peak": 0.5059 | |
| }, | |
| { | |
| "t_close_s": 11.2, | |
| "t_open_s": 13.5, | |
| "grip_pos_peak": 0.3765 | |
| } | |
| ] | |
| }, | |
| { | |
| "take": "take_07_20260919_213354", | |
| "closures": [ | |
| { | |
| "t_close_s": 3.12, | |
| "t_open_s": 5.39, | |
| "grip_pos_peak": 0.898 | |
| }, | |
| { | |
| "t_close_s": 9.02, | |
| "t_open_s": 12.69, | |
| "grip_pos_peak": 0.5059 | |
| } | |
| ] | |
| }, | |
| { | |
| "take": "take_08_20260919_213417_recover_many", | |
| "closures": [ | |
| { | |
| "t_close_s": 3.77, | |
| "t_open_s": 8.4, | |
| "grip_pos_peak": 0.5059 | |
| }, | |
| { | |
| "t_close_s": 12.27, | |
| "t_open_s": 15.24, | |
| "grip_pos_peak": 0.502 | |
| }, | |
| { | |
| "t_close_s": 18.17, | |
| "t_open_s": 20.27, | |
| "grip_pos_peak": 0.5059 | |
| } | |
| ] | |
| }, | |
| { | |
| "take": "take_09_20260919_213502_recover", | |
| "closures": [ | |
| { | |
| "t_close_s": 5.23, | |
| "t_open_s": 9.07, | |
| "grip_pos_peak": 0.502 | |
| }, | |
| { | |
| "t_close_s": 12.87, | |
| "t_open_s": 17.03, | |
| "grip_pos_peak": 0.4784 | |
| } | |
| ] | |
| }, | |
| { | |
| "take": "take_17_20260919_213803_recover", | |
| "closures": [ | |
| { | |
| "t_close_s": 3.53, | |
| "t_open_s": 7.56, | |
| "grip_pos_peak": 0.5059 | |
| }, | |
| { | |
| "t_close_s": 10.39, | |
| "t_open_s": 13.46, | |
| "grip_pos_peak": 0.502 | |
| } | |
| ] | |
| }, | |
| { | |
| "take": "take_18_20260919_213830_recover", | |
| "closures": [ | |
| { | |
| "t_close_s": 3.24, | |
| "t_open_s": 6.58, | |
| "grip_pos_peak": 0.502 | |
| }, | |
| { | |
| "t_close_s": 10.38, | |
| "t_open_s": 13.11, | |
| "grip_pos_peak": 0.4863 | |
| } | |
| ] | |
| }, | |
| { | |
| "take": "take_28_20260919_214228_recover_many", | |
| "closures": [ | |
| { | |
| "t_close_s": 3.11, | |
| "t_open_s": 4.97, | |
| "grip_pos_peak": 0.898 | |
| }, | |
| { | |
| "t_close_s": 7.31, | |
| "t_open_s": 11.3, | |
| "grip_pos_peak": 0.502 | |
| }, | |
| { | |
| "t_close_s": 13.81, | |
| "t_open_s": 17.24, | |
| "grip_pos_peak": 0.5059 | |
| } | |
| ] | |
| }, | |
| { | |
| "take": "take_29_20260919_214304_recover", | |
| "closures": [ | |
| { | |
| "t_close_s": 3.17, | |
| "t_open_s": 7.3, | |
| "grip_pos_peak": 0.502 | |
| }, | |
| { | |
| "t_close_s": 11.3, | |
| "t_open_s": 14.6, | |
| "grip_pos_peak": 0.3725 | |
| } | |
| ] | |
| }, | |
| { | |
| "take": "take_42_20260919_214846_recover", | |
| "closures": [ | |
| { | |
| "t_close_s": 3.46, | |
| "t_open_s": 9.89, | |
| "grip_pos_peak": 0.4863 | |
| }, | |
| { | |
| "t_close_s": 12.69, | |
| "t_open_s": 15.59, | |
| "grip_pos_peak": 0.5059 | |
| } | |
| ] | |
| }, | |
| { | |
| "take": "take_43_20260919_214914_recover", | |
| "closures": [ | |
| { | |
| "t_close_s": 4.47, | |
| "t_open_s": 11.67, | |
| "grip_pos_peak": 0.502 | |
| }, | |
| { | |
| "t_close_s": 14.37, | |
| "t_open_s": 18.21, | |
| "grip_pos_peak": 0.502 | |
| } | |
| ] | |
| }, | |
| { | |
| "take": "take_45_20260919_215006_recover", | |
| "closures": [ | |
| { | |
| "t_close_s": 3.98, | |
| "t_open_s": 8.55, | |
| "grip_pos_peak": 0.502 | |
| }, | |
| { | |
| "t_close_s": 11.72, | |
| "t_open_s": 15.68, | |
| "grip_pos_peak": 0.5059 | |
| } | |
| ] | |
| }, | |
| { | |
| "take": "take_50_20260919_215206_recover_many", | |
| "closures": [ | |
| { | |
| "t_close_s": 3.81, | |
| "t_open_s": 8.74, | |
| "grip_pos_peak": 0.5059 | |
| }, | |
| { | |
| "t_close_s": 12.11, | |
| "t_open_s": 12.77, | |
| "grip_pos_peak": 0.6392 | |
| }, | |
| { | |
| "t_close_s": 15.37, | |
| "t_open_s": 19.11, | |
| "grip_pos_peak": 0.502 | |
| } | |
| ] | |
| }, | |
| { | |
| "take": "take_57_20260919_215436_recover", | |
| "closures": [ | |
| { | |
| "t_close_s": 3.6, | |
| "t_open_s": 5.3, | |
| "grip_pos_peak": 0.898 | |
| }, | |
| { | |
| "t_close_s": 8.47, | |
| "t_open_s": 14.3, | |
| "grip_pos_peak": 0.502 | |
| } | |
| ] | |
| } | |
| ], | |
| "value_ranges": { | |
| "cam1_frames/frame_idx": { | |
| "min": 0.0, | |
| "max": 639.0, | |
| "mean": 182.089557, | |
| "std": 124.567855, | |
| "n": 20177 | |
| }, | |
| "cam2_frames/frame_idx": { | |
| "min": 0.0, | |
| "max": 638.0, | |
| "mean": 182.049566, | |
| "std": 124.50612, | |
| "n": 20175 | |
| }, | |
| "command/cmd1": { | |
| "min": 2.658282, | |
| "max": 3.553617, | |
| "mean": 3.089091, | |
| "std": 0.231855, | |
| "n": 168243 | |
| }, | |
| "command/cmd2": { | |
| "min": -1.650098, | |
| "max": -1.155548, | |
| "mean": -1.340117, | |
| "std": 0.093564, | |
| "n": 168243 | |
| }, | |
| "command/cmd3": { | |
| "min": 1.590092, | |
| "max": 2.199524, | |
| "mean": 1.87941, | |
| "std": 0.096711, | |
| "n": 168243 | |
| }, | |
| "command/cmd4": { | |
| "min": -2.545891, | |
| "max": -1.775926, | |
| "mean": -2.154411, | |
| "std": 0.141671, | |
| "n": 168243 | |
| }, | |
| "command/cmd5": { | |
| "min": -1.829824, | |
| "max": -1.451341, | |
| "mean": -1.634029, | |
| "std": 0.057329, | |
| "n": 168243 | |
| }, | |
| "command/cmd6": { | |
| "min": 2.237073, | |
| "max": 3.820188, | |
| "mean": 3.037657, | |
| "std": 0.246368, | |
| "n": 168243 | |
| }, | |
| "gello_joint_states/q1": { | |
| "min": -0.987884, | |
| "max": 0.335942, | |
| "mean": -0.357656, | |
| "std": 0.30402, | |
| "n": 20191 | |
| }, | |
| "gello_joint_states/q2": { | |
| "min": -1.805699, | |
| "max": -0.863835, | |
| "mean": -1.374966, | |
| "std": 0.182623, | |
| "n": 20191 | |
| }, | |
| "gello_joint_states/q3": { | |
| "min": 0.959883, | |
| "max": 2.226951, | |
| "mean": 1.704177, | |
| "std": 0.222726, | |
| "n": 20191 | |
| }, | |
| "gello_joint_states/q4": { | |
| "min": -2.47699, | |
| "max": -1.443102, | |
| "mean": -1.986663, | |
| "std": 0.171668, | |
| "n": 20191 | |
| }, | |
| "gello_joint_states/q5": { | |
| "min": -1.878737, | |
| "max": -1.435417, | |
| "mean": -1.692383, | |
| "std": 0.067718, | |
| "n": 20191 | |
| }, | |
| "gello_joint_states/q6": { | |
| "min": -1.190776, | |
| "max": 0.636195, | |
| "mean": -0.239954, | |
| "std": 0.372214, | |
| "n": 20191 | |
| }, | |
| "gello_joint_states/qd1": { | |
| "min": -1.28356, | |
| "max": 1.18067, | |
| "mean": -0.016854, | |
| "std": 0.183283, | |
| "n": 20191 | |
| }, | |
| "gello_joint_states/qd2": { | |
| "min": -0.85505, | |
| "max": 1.15142, | |
| "mean": 0.009794, | |
| "std": 0.108883, | |
| "n": 20191 | |
| }, | |
| "gello_joint_states/qd3": { | |
| "min": -1.4398, | |
| "max": 0.88104, | |
| "mean": 0.020048, | |
| "std": 0.183641, | |
| "n": 20191 | |
| }, | |
| "gello_joint_states/qd4": { | |
| "min": -1.10632, | |
| "max": 1.5366, | |
| "mean": -0.029371, | |
| "std": 0.207069, | |
| "n": 20191 | |
| }, | |
| "gello_joint_states/qd5": { | |
| "min": -1.48497, | |
| "max": 1.40308, | |
| "mean": 0.006935, | |
| "std": 0.085216, | |
| "n": 20191 | |
| }, | |
| "gello_joint_states/qd6": { | |
| "min": -2.00108, | |
| "max": 2.01235, | |
| "mean": -0.014615, | |
| "std": 0.257326, | |
| "n": 20191 | |
| }, | |
| "gello_joint_states/stamp_s": { | |
| "min": 1789820889.50559, | |
| "max": 1789822556.571672, | |
| "mean": 1789821805.406317, | |
| "std": 439.927267, | |
| "n": 20191 | |
| }, | |
| "gripper/gello_grip": { | |
| "min": 0.0, | |
| "max": 1.0, | |
| "mean": 0.491134, | |
| "std": 0.477383, | |
| "n": 26542 | |
| }, | |
| "gripper/grip_cmd": { | |
| "min": 0.0, | |
| "max": 1.0, | |
| "mean": 0.491505, | |
| "std": 0.474874, | |
| "n": 26542 | |
| }, | |
| "gripper/grip_pos": { | |
| "min": 0.0118, | |
| "max": 0.898, | |
| "mean": 0.269943, | |
| "std": 0.236858, | |
| "n": 26542 | |
| }, | |
| "tcp_pose/qw": { | |
| "min": 2e-06, | |
| "max": 0.15985, | |
| "mean": 0.041093, | |
| "std": 0.029545, | |
| "n": 335815 | |
| }, | |
| "tcp_pose/qx": { | |
| "min": -0.824162, | |
| "max": 0.850612, | |
| "mean": 0.518621, | |
| "std": 0.451241, | |
| "n": 335815 | |
| }, | |
| "tcp_pose/qy": { | |
| "min": -0.820827, | |
| "max": 0.854626, | |
| "mean": 0.549348, | |
| "std": 0.471546, | |
| "n": 335815 | |
| }, | |
| "tcp_pose/qz": { | |
| "min": -0.100229, | |
| "max": 0.105656, | |
| "mean": -0.001509, | |
| "std": 0.026651, | |
| "n": 335815 | |
| }, | |
| "tcp_pose/stamp_s": { | |
| "min": 1789820889.478313, | |
| "max": 1789822556.596102, | |
| "mean": 1789821806.285976, | |
| "std": 441.08956, | |
| "n": 335815 | |
| }, | |
| "tcp_pose/x": { | |
| "min": 0.429893, | |
| "max": 0.607463, | |
| "mean": 0.534679, | |
| "std": 0.024103, | |
| "n": 335815 | |
| }, | |
| "tcp_pose/y": { | |
| "min": -0.13291, | |
| "max": 0.322872, | |
| "mean": 0.089249, | |
| "std": 0.120033, | |
| "n": 335815 | |
| }, | |
| "tcp_pose/z": { | |
| "min": 0.016529, | |
| "max": 0.231512, | |
| "mean": 0.108396, | |
| "std": 0.048715, | |
| "n": 335815 | |
| }, | |
| "ur_joint_states/eff1": { | |
| "min": -2.4197, | |
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