Bimanual Manipulation on RoboTwin Clean 2.0
93.5Average Success RateWSA1-L
Evaluation Results
| Method | Links | |||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| WSA1-LType=WSA, Size=6B2026.07 | 93.5 | — | 82 | — | 98 | — | — | 91 | 91 | — | — | 92 | — | 95 | — | 100 | 96 | 100 | 100 | 100 | 66 | 90 | 98 | 99 | 81 | 75 | 40 | 96 | 91 | |
| LaWAM2026.06 | 92.64 | 98 | 94 | 100 | 100 | 98 | 100 | 98 | 92 | 95 | 100 | 94 | 90 | 96 | 100 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| WSA1-BType=WSA, Size=3B2026.07 | 92.2 | — | 65 | — | 94 | — | — | 95 | 84 | — | — | 95 | — | 85 | — | 100 | 95 | 98 | 99 | 95 | 61 | 86 | 99 | 98 | 80 | 73 | 50 | 91 | 92 | |
| Fast-WAM2026.06 | 91.98 | 95 | 84 | 100 | 100 | 94 | 98 | 88 | 82 | 83 | 97 | 93 | 94 | 96 | 90 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| FastWAMType=WAM, Size=6B2026.07 | 91.9 | — | 77 | — | 100 | — | — | 94 | 89 | — | — | 95 | — | 89 | — | 100 | 90 | 96 | 100 | 100 | 61 | 80 | 91 | 95 | 71 | 90 | 58 | 95 | 80 | |
| LingBot-VA2026.06 | 91.5 | 93 | 59 | 96 | 100 | 96 | 97 | 94 | 89 | 98 | 99 | 82 | 87 | 90 | 98 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| InternVLA-A1Type=WAM, Size=3B2026.07 | 89.4 | — | 52 | — | 92 | — | — | 91 | 89 | — | — | 90 | — | 86 | — | 100 | 89 | 98 | 98 | 92 | 56 | 77 | 90 | 90 | 81 | 75 | 31 | 90 | 89 | |
| MotusType=WAM, Size=8B2026.07 | 88.7 | — | 83 | — | 96 | — | — | 93 | 81 | — | — | 81 | — | 67 | — | 100 | 98 | 91 | 93 | 99 | 84 | 90 | 91 | 91 | 81 | 93 | 38 | 86 | 79 | |
| Motus2026.06 | 88.66 | 34 | 83 | 95 | 96 | 88 | 98 | 93 | 81 | 88 | 99 | 81 | 88 | 67 | 98 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| GigaWorld-Policy2026.06 | 86.36 | 76 | 92 | 96 | 86 | 94 | 98 | 96 | 90 | 88 | 98 | 72 | 74 | 60 | 96 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| π0.52026.06 | 82.74 | 51 | 56 | 90 | 93 | 87 | 99 | 75 | 80 | 86 | 92 | 84 | 80 | 72 | 95 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| π0.5Type=VLA, Size=3B2026.07 | 82.7 | — | 56 | — | 93 | — | — | 75 | 80 | — | — | 84 | — | 72 | — | 97 | 91 | 87 | 84 | 92 | 62 | 81 | 77 | 91 | 62 | 79 | 18 | 66 | 77 |