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Leaderboard / kaist nonprehensile

kaist nonprehensile

lerobot/kaist_nonprehensilerev f12d4385f2f7201 episodes0.9 h at 10 fps32,429 camera frames
Camera dropoutShare of frames from live episode cameras that are almost entirely one flat black or white value. A camera blank for a whole episode is counted as absent, shown underneath, not as a dropout. Method →
0
0 frames
BlurShare of camera frames inside an interval at least 0.5 s long where the image is much blurrier than that camera's typical frame. Method →
<0.1%
14 frames
DarknessShare of camera frames inside an interval at least 0.5 s long where 60% or more of the pixels are near-black. Method →
0
0 frames
FreezeShare of camera frames inside an interval at least 1 s long where the video repeats the exact same image. Method →
0
0 frames
Duration mismatchShare of assessed episode-camera pairs whose metadata video length disagrees with the Parquet frame count by more than 1 frame. A hatched cell with * means only some pairs could be assessed (the small number shows how many); the rest are unknown, not clean. –* means none could be assessed. Method →
0
0 of 201 assessed
Flagged episodesEpisodes flagged by any episode check: actions that never change, a robot that barely moves, non-finite values, broken row indexes or timestamp gaps. The count is on top, its share of assessed episodes underneath. Method →
0
of 201 assessed episodes

All checks

CheckFlaggedShareCoverage
Files 1
Video decoding00complete
Episodes 201
Episode boundaries00complete
Finite action and state00complete
Timestamp gaps00complete
Static actions00complete
Idle episodes00complete
Episode-camera pairs 201
Duration mismatch00complete
Video/action sync––not measured
Frames 32,429
Camera absent00complete
Camera dropout00complete
Blur142 intervals<0.1%complete
Darkness00complete
Freeze00complete

By camera

CameraFramesAbsentDropoutBlurDarknessFreeze
image32,42900<0.1%2 intervals00

Evidence

Longest video intervals up to 4 per signal · times are within the video file

SignalCameraEpisodeFileStartEndDuration
Blurimage129file-000.mp437:15.837:16.40.6 sInspect →
Blurimage129file-000.mp437:16.837:17.40.6 sInspect →

Provenance

Revision
f12d4385f2f72897b2a673f810d8da083b342e88 (main)
Scanned
2026-10-10 00:41 UTC · NVIDIA L4
Flag method
rule-based-video-events-v1
Episode method
episode-motion-v1
Code
9f54cd5fa0437e2c lock 282482d5a82a