| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Robotic Manipulation | RoboTwin 2.0 | Average Success Rate94.4 | 100 | |
| Robotic Manipulation | RoboTwin 1.0 | Success Rate100 | 48 | |
| Robot Manipulation | RoboTwin Clean 2.0 | Average Success Rate93.82 | 39 | |
| Robotic Manipulation | RoboTwin (random-scene) | Success Rate100 | 36 | |
| Robot Manipulation | RoboTwin Randomized 2.0 | Overall Success Rate96.1 | 33 | |
| Robotic Manipulation | RoboTwin 2.0 (test) | Average Success Rate94.3 | 30 | |
| Dual-arm Manipulation | RoboTwin Long & Extra Long Horizon Tasks 280-650 Steps 2.0 | Handover Block62.9 | 20 | |
| Dual-arm Manipulation | RoboTwin Medium Horizon Tasks 150-230 Steps 2.0 | Move Can Pot63.4 | 20 | |
| Dual-arm Manipulation | RoboTwin Short Horizon Tasks 100-130 Steps 2.0 | Lift Pot Success Rate67.4 | 20 | |
| Robotic Manipulation | RoboTwin Easy 2.0 | Adjust Bottle Success Rate99 | 19 | |
| Bimanual Manipulation | RoboTwin Hard setting 2.0 (test) | Beat Block Hammer SR37 | 15 | |
| Bimanual Robot Manipulation | RoboTwin 2.0 | Success Rate: Handover Block87 | 14 | |
| Robotic Manipulation | RoboTwin 50-task (Seen Tasks) | Clean Success Rate95.8 | 14 | |
| Robotic Manipulation | RoboTwin Hard 2.0 | Beat Block Hammer Success Rate93 | 14 | |
| Robot manipulation | RoboTwin Easy 2.0 | Average Success Rate90.48 | 14 | |
| Robotic manipulation | RoboTwin Hard 2.0 | Success Rate87.2 | 13 | |
| Robot Manipulation | RoboTwin | Success Rate86.9 | 13 | |
| Bimanual Robot Manipulation | RoboTwin easy setting 2.0 | Average Success Rate93 | 13 | |
| Robotic Manipulation | RoboTwin | Success Rate80.7 | 13 | |
| Robot manipulation | RoboTwin Hard 2.0 | Average Success Rate89.28 | 13 | |
| Progress Estimation | RoboTwin | MRA31.84 | 12 | |
| Robot Manipulation | RoboTwin | Success Rate (Independent Control)65 | 11 | |
| Bimanual robotic manipulation | RoboTwin Hard (domain-randomized) | Average Success Rate1,170 | 11 | |
| Robotic Manipulation | RoboTwin Easy | Average Success Rate (AVG)89.51 | 10 | |
| Bimanual Robotic Manipulation | RoboTwin 2.0 | Average Success Rate64.2 | 10 |