| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Visuomotor Control | Push-T | Success Rate92 | 21 | |
| Robotic Manipulation | Push-T | Success Rate100 | 16 | |
| Robotic Manipulation | Push-T (multiple rollouts) | Success Rate77.2 | 13 | |
| Robotic Manipulation | Push-T State-based | Score100 | 12 | |
| Robotic Manipulation Simulation | Push-T simulation relative feedback | Success Rate (SR)85.3 | 8 | |
| Robotic Manipulation | Push-T Directional Noise | Success Rate (SR)95 | 8 | |
| Robotic Manipulation | Push-T Gaussian Noise | Success Rate (SR)96 | 8 | |
| Push-T | Push-T | Success Rate81.6 | 8 | |
| Trajectory Optimization | Push T | Time (s)134.6235 | 8 | |
| Interactive Learning | Push-T Noisy | Success Rate60 | 6 | |
| Interactive Learning | Push-T Accurate | Success Rate72.9 | 6 | |
| Obstacle Avoidance | Push-T static obstacles | Success Rate (%)74.3 | 6 | |
| Push T | Push T Real-world | Success Rate97.1 | 6 | |
| Block Angle Probing | Push-T (test) | MSE0.009 | 6 | |
| Block Location Probing | Push-T (test) | MSE0.001 | 6 | |
| Agent Location Probing | Push-T (test) | MSE0.003 | 6 | |
| Robotic Pushing | Push-T Chase 1.0 (test) | Success Rate36 | 5 | |
| Robotic Pushing | Push-T Oscillate 1.0 (test) | Success Rate68 | 5 | |
| Robotic Pushing | Push-T Intercept 1.0 (test) | Success Rate0.76 | 5 | |
| Dynamic Push-T | Dynamic Push-T | Success Rate100 | 5 | |
| Table-top manipulation | Push-T | Success Rate98 | 5 | |
| Goal-conditioned contact-rich manipulation | Push-T | Success Rate89.3 | 4 | |
| Robotic Manipulation | Push-T Disturbance | Success Rate47 | 4 | |
| Robotic Manipulation | Push-T Original | Success Rate67 | 4 | |
| Policy learning | Push-T 1 task | Average Task Success Rate41 | 3 |