| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Robotic Manipulation | RoboTwin 2.0 | Average Success Rate94.4 | 115 | |
| Robot Manipulation | RoboTwin Randomized 2.0 | Overall Success Rate96.1 | 100 | |
| Robot Manipulation | RoboTwin Clean 2.0 | Success Rate95.8 | 74 | |
| Robotic Manipulation | RoboTwin 1.0 | Success Rate100 | 48 | |
| Robot Manipulation | RoboTwin 2.0 | Average Success Rate97.4 | 37 | |
| Bimanual Manipulation | RoboTwin Clean setting 2.0 | Success Rate96.9 | 36 | |
| Robotic Manipulation | RoboTwin (random-scene) | Success Rate100 | 36 | |
| Robotic Manipulation | RoboTwin 2.0 (test) | Average Success Rate94.3 | 34 | |
| Robotic Manipulation Video Synthesis | RoboTwin 2.0 (unseen trials) | PSNR30.41 | 33 | |
| Robotic Manipulation | RoboTwin 50-task (Seen Tasks) | Average Success Rate95.9 | 27 | |
| Bimanual manipulation | RoboTwin 2.0 (random) | Success Rate96.1 | 26 | |
| Bimanual Manipulation | RoboTwin 2.0 | Success Rate96.1 | 25 | |
| Robotic Manipulation | RoboTwin 2.0 (Average) | Success Rate92.62 | 25 | |
| Robotic Manipulation | RoboTwin Hard 2.0 | Overall Success Rate96.1 | 21 | |
| Robotics Task Execution | RoboTwin 2.0 (Clean) | Success Rate93.8 | 20 | |
| 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 | |
| Robotic Manipulation | RoboTwin | Success Rate80.7 | 19 | |
| Bimanual Robotic Manipulation | RoboTwin (Random) | Success Rate93.5 | 18 | |
| Bimanual Robotic Manipulation | RoboTwin Clean | Success Rate94.1 | 18 | |
| Robotic Manipulation | RoboTwin Easy | Average Success Rate (AVG)93.7 | 18 | |
| Bimanual Manipulation | RoboTwin Hard setting 2.0 (test) | Beat Block Hammer SR37 | 15 | |
| Bimanual Robot Manipulation | RoboTwin 2.0 | Success Rate: Handover Block87 | 14 |