Multi-Task Imitation Learning on Robocasa
39PnP CabToCounterUniSplat
Evaluation Results
| Method | Links | ||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| UniSplatdemonstrations=3000 generated (G-3000)2026.04 | 39 | 34 | 51 | 47 | 22 | 36 | 48 | 46 | 68 | 51 | 64 | 96 | 93 | 96 | 84 | 49 | 56 | 77 | 96 | 93 | 92 | 68 | 60 | 36 | |
| GWMdemonstrations=3000 generated (G-3000)2026.04 | 32 | 22 | 44 | 38 | 18 | 26 | 38 | 44 | 62 | 42 | 58 | 90 | 90 | 90 | 80 | 40 | 48 | 66 | 90 | 90 | 84 | 54 | 50 | 28 | |
| UniSplatdemonstrations=50 human (H-50)2026.04 | 25 | 10 | 17 | 26 | 8 | 29 | 29 | 27 | 63 | 34 | 54 | 60 | 60 | 82 | 51 | 29 | 55 | 58 | 79 | 82 | 70 | 74 | 44 | 25 | |
| BC-transformerdemonstrations=3000 generated (G-3000)2026.04 | 18 | 28 | 18 | 44 | 6 | 8 | 42 | 28 | 50 | 48 | 46 | 94 | 74 | 96 | 46 | 24 | 34 | 72 | 96 | 74 | 90 | 60 | 34 | 12 | |
| GWMdemonstrations=50 human (H-50)2026.04 | 18 | 4 | 14 | 20 | 2 | 20 | 22 | 18 | 58 | 28 | 50 | 54 | 56 | 80 | 46 | 22 | 52 | 44 | 72 | 76 | 64 | 70 | 36 | 16 | |
| BC-transformerdemonstrations=50 human (H-50)2026.04 | 2 | 6 | 2 | 2 | 2 | 2 | 8 | 6 | 46 | 28 | 28 | 56 | 42 | 80 | 32 | 4 | 38 | 50 | 54 | 48 | 62 | 70 | 22 | 0 |