Dataset Viewer
Auto-converted to Parquet Duplicate
Search is not available for this dataset
video
video
19.3
180

MobileManipBench v0.1 — human-validated task videos

Each video is the single formal fixed-seed (seed 101) recording of a task at Easy difficulty on its designated primary robot. Each one passed the automatic judge (full_success) and was then reviewed and accepted by a human reviewer, who checked that the judge's success reflects genuine task completion.

Task Robot Seed What the task is Video Human validation Date (UTC)
N008 Sawyer UMI 101 carry a toast slice to the toaster, drop it into the slot, press the lever N008_a02_101_review.mp4 passed 2026-10-26
N009 Sawyer UMI 101 take the top sheet of a two-sheet stack at table A and lay it on table B N009_a02_101_review.mp4 passed 2026-10-26
N011 Stretch 3 101 scoop liquid at A with the ladle, carry it to B and pour at least 20 ml into the basin (spill <= 15 ml) N011_a03_101_review.mp4 passed (human review: scoop, carry and pour are visible, with an on-screen ml overlay; numeric success from the bound run report: 21.82 ml delivered; limit: the liquid itself is not distinguishable in the video) 2026-10-26
N012 Stretch 3 101 take the squeegee from the rack at A, carry it to the board and sweep toward the blue edge N012_a03_101_review.mp4 passed 2026-10-26
N014 Stretch 3 101 pick the skimmer from its stand, lift the ball out of the tank into the tray, and hold over the tank to drip N014_a03_101_review.mp4 passed 2026-10-26
N015 Stretch 3 101 take the tool from the stand at A, carry it to B and set the tray on the cradle without spilling the liquid N015_a03_101_review.mp4 passed 2026-10-26
N018 Go2 + Piper arm 101 take the scraper from the rack at A, carry it to the sand tray at B and push the sand into the outline the avatar keeps pointing at (a wide rectangle or a wide U are both drawn; this seed: the rectangle) so it is filled: judge requires outline coverage >= 0.80, sand outside the outline (grown by one cell) <= 15%, coverage gain >= 0.12, and the outline read from the avatar's arm matching the pointed one; a tidy heap or the other outline does not pass N018_a04_101r4.mp4 passed (human review after the predicate was explained; the target is a filled outline, not a mound. Numeric success from the bound run report: coverage 0.70 -> 0.871, outside 1.4%, U-outline coverage 0, retention 1.0. Limits: outline boundaries and the coverage change are hard to see in the video, the middle view is partly blocked by the avatar, and the report marks cue_visibility false) 2026-10-27
N021 Sawyer UMI 101 insert a pin into a bored block N021_a05_101_review.mp4 passed 2026-10-26
N022 Sawyer UMI 101 slide a tile into a rail and stop it at the end stop N022_a05_101_review.mp4 passed 2026-10-26
N023 Sawyer UMI 101 pull the cap off a pen, turn it and seat it on the tail end N023_a05_101_review.mp4 passed 2026-10-26
N024 Sawyer UMI 101 seat a gear on its shaft so it meshes with the neighbour gear N024_a05_101_review.mp4 passed 2026-10-26
N025 Sawyer UMI 101 push a wedge under the free edge of a board so the board ends level N025_a05_101_review.mp4 passed (view noted as weak) 2026-10-26
N026 Stretch 3 101 hook a ring and drag it onto a marker N026_a06_101_review.mp4 passed 2026-10-26
N052 Sawyer UMI 101 after watching a weighing demo, put the lighter die on the delivery pad N052_a11_101.mp4 passed 2026-10-26
N053 Sawyer UMI 101 after watching a demo, pick the clean pen and place it on the pad N053_a11_101.mp4 passed 2026-10-25
N058 Sawyer UMI 101 tap the pads in the demonstrated order (R then L) with a mallet N058_a12_101.mp4 passed 2026-10-25
N027 Stretch 3 101 take the spatula from the rack at A, slide it under the disc and flip the disc flat into the tray zone N027_a06_101_review.mp4 passed 2026-10-26
N028 Stretch 3 101 turn a large dial to the zone the avatar points at, hold, release N028_a06_101_review.mp4 passed 2026-10-26
N029 Stretch 3 101 take the pry bar from the rack at A, slide its tip under the plate at B and lever the plate's near edge up over the fulcrum N029_a06_101_review.mp4 passed 2026-10-26
N030 Stretch 3 101 pull a barrel-bolt pin and open the flip lid N030_a06_101_review.mp4 passed with realism caveat: after the green barrel-bolt pin is pulled, it remains unnaturally supported instead of falling under gravity as expected in the real world 2026-10-26
N032 Go2 + Piper arm 101 walk to the far station, pick the cyan puzzle tile and set it into the notch of the puzzle board N032_a07_101_review.mp4 passed 2026-10-26
N033 Go2 + Piper arm 101 lift the ring off its peg at A, thread it onto the rod at B through its open end and slide it to the end N033_a07_101_review.mp4 passed 2026-10-26
N036 Sawyer UMI 101 pick the item at A, carry it to B and release it onto the moving tray (belt not stopped) N036_a08_101_review.mp4 passed 2026-10-26
N037 Sawyer UMI 101 take the paddle from the rack, carry it to the conveyor and push the block into the green pocket N037_a08_101r3_review.mp4 passed 2026-10-26
N038 Sawyer UMI 101 the avatar points at an exit branch; push the gate plate with the tool so the item on the belt takes the pointed branch N038_a08_101_review.mp4 passed 2026-10-26
N039 Sawyer UMI 101 take the loose lid off the moving carrier box at A and put it on the rack at B, keeping the payload in the box N039_a08_101_review.mp4 passed 2026-10-26
N040 Sawyer UMI 101 a bar lies crosswise on the running belt; touch it with the gripper side so it yaws to within 8 deg of the belt direction, without lifting it N040_a08_101_review.mp4 passed 2026-10-26
N045 Stretch 3 101 wait until the avatar has left the operating zone, then approach and push the dial; strict dial-at-rest success N045_a09_101_review.mp4 passed 2026-10-26
N046 Go2 + Piper arm 101 take the hanging pendulum piece by its top at A, carry it along the long gentle ramp to B, wait for the swing to settle and lower its weighted end into the wide cradle N046_a10_101_v4_review.mp4 passed (human review of the v4 clip: pick at A, carry over the ramp, placement in the cradle, release with the hand opening, and about 10 s of the resting end state are all visible; the clip has an opt-in 10 s recording tail after the success hold. Metadata note: the task's status record first named a different clip (v5) and the run lock was overwritten during correction; v4 was re-bound to its run n046_video4_s101 in a sidecar marked 'corrected after human review', and the review mp4 rebuilds byte-identically from that run's two camera streams) 2026-10-27
N050 Go2 + Piper arm 101 pick the gear at A, carry it up the ramp to the board, seat it on the axle and turn the crank N050_a10_101_v3_review.mp4 passed (human review: gear pick at A, seating on the axle and crank turn are visible; limit: the ramp transport segment is not in frame) 2026-10-26
N051 Sawyer UMI 101 watch at A which cord drives which tray, then at B pull the cord that moves the goal tray N051_a11_101.mp4 passed 2026-10-26
N054 Sawyer UMI 101 memory task: after the demonstration is hidden, open the cell that holds the target after the disc rotation, then lift the die N054_a11_101_review.mp4 passed 2026-10-26
N059 Stretch 3 101 pick the blue block at A and place it on the delivery pad at B N059_a12_101_r3_review.mp4 passed (limit: short clip, 19.3 s, so the pick is shown only briefly; placement on the pad visible) 2026-10-26
N060 Stretch 3 101 memory task: insert the part into the wide socket to depth 2.5 cm with the yaw matching the remembered key direction N060_a12_101_review.mp4 passed 2026-10-26

Files ending in _review.mp4 are side-by-side composites of two synchronized cameras from the same run.

Human-validated so far: 34 / 60 tasks.

Downloads last month
116