image dict | wrist_image dict | state list | action list | exec_start_idx int32 114 264 | is_demo bool 2
classes | step_idx int32 0 469 | epis_idx int32 0 121 | simple_subgoal stringclasses 3
values | grounded_subgoal stringclasses 4
values | simple_subgoal_online stringclasses 2
values | grounded_subgoal_online stringclasses 4
values | timestamp float32 0 46.9 | frame_index int64 0 469 | episode_index int64 0 121 | index int64 0 47.1k | task_index int64 0 0 |
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robomme_1cuben_allcases4 (VideoUnmaskSwap1CubeN)
A single red cube is hidden under one of three cups; the cups are shuffled a variable number of times and the robot must pick the cup now hiding the cube. Prompt is color-free: "watch the video carefully, then pick up the container hiding the cube".
Exhaustive depth-4 enumeration. Unlike the sibling
robomme_1cuben_allcases
(which samples 120 cases of length 0..3 three times each), this set enumerates every
discrete case up to 4 swaps exactly once:
- object init position: which of the 3 cups hides the cube β 3
- swap trajectory: ordered sequence of swap-pairs, length 0..4, all sequences with repeats allowed (so instant-undo trajectories are included) β Ξ£ββββ..ββ 3α΅ = 121
β 3 Γ 121 = 363 unique cases = 363 episodes (139,251 frames). Swap-count
distribution: {0: 3, 1: 9, 2: 27, 3: 81, 4: 243} β 67% of episodes are 4-swap, the
longest trajectories.
Fixed cups. Every episode is generated with the cups frozen at their exact nominal lanes (no per-episode row tilt or jitter). Combined with one realization per case, the only axes that vary across the 363 episodes are (init position, swap sequence, recovery mode) β there is no continuous cup-pose nuisance at all.
Uniform recovery. Recovery mode is drawn uniformly over {none, z, xy}
(122 / 121 / 120 episodes), so ~2/3 of episodes contain a deliberate failed grasp plus
recovery. Note this differs from the 0.70 / 0.15 / 0.15 weighting used by the sibling
robomme_1cuben_allcases, so recovery statistics are not comparable across the two.
Verification. Demo-segment length is a deterministic function of swap count (114 / 114 / 168 / 216 / 264 steps for 0 / 1 / 2 / 3 / 4 swaps β a clean +48-step swap window), which was used to confirm that the depth-4 cases execute four real swaps and that episode ordering is preserved end to end. All 363 cases are distinct and present. Seeds 900000-936200, disjoint from the official/train splits of the sibling datasets.
Standard LeRobot v2.1 layout (panda, 10 fps). Precomputed VAE latents are not included.
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