| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Dynamics Prediction | N-body 1500 (train) | Prediction Error (1,2,0)1.49 | 13 | |
| Dynamics Prediction | N-body 500 (train) | Prediction Error (1,2,0)1.55 | 13 | |
| Position Regression | n-body (test) | Position MSE0.004 | 9 | |
| n-body simulation | n-body d=3 (test) | MSE (Test)0.0043 | 8 | |
| Multi-step prediction | N-body Springs | Accuracy98.9 | 4 |