Robotic Manipulation on Metaworld 20 hardest tasks v3
84Average IQM Success RateSEAR-10
Evaluation Results
| Method | Links | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SEAR-10Action chunk size=10, Receding horizon=52026.03 | 84 | 0 | 90 | 22 | 97 | 80 | 79 | 60 | 97 | 47 | 72 | 0 | 0 | 100 | 100 | 99 | 93 | 97 | 96 | 100 | 95 | |
| SimbaV2Receding horizon=Not fixed to five2026.03 | 62 | 0 | 0 | 30 | 27 | 38 | 50 | 45 | 88 | 25 | 52 | 62 | 92 | 95 | 97 | 72 | 53 | 90 | 65 | 68 | 80 | |
| CQN-AS-5Action chunk size=5, Receding horizon=52026.03 | 61 | 12 | 58 | 43 | 25 | 43 | 37 | 42 | 60 | 45 | 48 | 92 | 88 | 43 | 98 | 85 | 73 | 90 | 70 | 57 | 98 | |
| CQN-AS-10Action chunk size=10, Receding horizon=52026.03 | 47 | 18 | 48 | 0 | 15 | 37 | 32 | 12 | 55 | 62 | 32 | 35 | 60 | 15 | 100 | 88 | 72 | 97 | 57 | 62 | 98 |