Robotic Manipulation on RoboTwin easy-mode 2.0
98Adjust Bottle SuccessACT
Evaluation Results
| Method | Links | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ACTEvaluation Difficulty=easy-mode2026.03 | 98 | 50 | 27 | 57 | 67 | 90 | 81 | 86 | 16 | 30 | 57 | 32 | 50 | 70 | 60 | 26 | 14 | 75 | 49 | 83 | 55.9 | |
| RoboRouterEvaluation Difficulty=easy-mode2026.03 | 98 | 81 | 76 | 79 | 85 | 96 | 96 | 87 | 71 | 65 | 86 | 63 | 74 | 89 | 67 | 61 | 69 | 98 | 65 | 91 | 79.85 | |
| DP3Evaluation Difficulty=easy-mode2026.03 | 95 | 74 | 74 | 78 | 82 | 95 | 94 | 82 | 65 | 63 | 84 | 62 | 70 | 85 | 57 | 59 | 71 | 97 | 58 | 84 | 76.45 | |
| DPEvaluation Difficulty=easy-mode2026.03 | 91 | 40 | 55 | 52 | 47 | 96 | 51 | 37 | 34 | 42 | 51 | 26 | 74 | 39 | 35 | 20 | 40 | 65 | 64 | 62 | 51.05 | |
| π0Evaluation Difficulty=easy-mode2026.03 | 85 | 39 | 60 | 45 | 84 | 94 | 96 | 82 | 53 | 48 | 87 | 59 | 71 | 87 | 36 | 53 | 67 | 98 | 62 | 92 | 69.9 | |
| RDTEvaluation Difficulty=easy-mode2026.03 | 76 | 78 | 58 | 81 | 66 | 73 | 89 | 71 | 21 | 39 | 62 | 45 | 53 | 78 | 56 | 21 | 33 | 76 | 53 | 78 | 60.35 | |
| Code as PoliciesEvaluation Difficulty=easy-mode2026.03 | 64 | 53 | 77 | 54 | 49 | 79 | 43 | 83 | 44 | 39 | 60 | 17 | 72 | 51 | 58 | 55 | 21 | 54 | 52 | 64 | 54.45 |