| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Stiffened panels (test) | DS-HGNN | RMSE (std)0.0889 | 7 | 1mo ago | |
| plastic-response dataset | DS-HGNN | RMSE (Std Dev)0.0947 | 7 | 1mo ago | |
| Directed Energy Deposition (DED) Displacement Dataset (Extrapolation) | FLARE | R^2 (u_x)0.8911 | 6 | 3mo ago | |
| Left Ventricle Biomechanics Forward Loading (test) | CGFENet | RMSE (mm)0.34 | 6 | 5mo ago | |
| 2D DeformableObjectsCollision unseen object shapes (test) | EqCollide | MSE (1 step)0.002 | 5 | 1mo ago | |
| 2D DeformableObjectsCollision unseen object combinations (test) | EqCollide | MSE (1-step)0.003 | 5 | 1mo ago | |
| Cubic 3D deformable body collision midair | SGNN | MSE (1-step)0.0013 | 4 | 1mo ago | |
| Cubic 3D deformable body collision horizontal plane | SGNN | MSE (1-step)0.0002 | 4 | 1mo ago | |
| Spot cow 3D deformable body collision (test) | SGNN | MSE (1-step)0.0008 | 4 | 1mo ago | |
| Left Ventricle Biomechanics Inverse Unloading (test) | CGFENet | RMSE (mm)0.2 | 4 | 5mo ago | |
| Six-story instrumented hotel building Roof | PhyULSTM | Confidence Interval Coverage98.05 | 2 | 4mo ago | |
| Six-story instrumented hotel building 3rd Floor | PhyULSTM | Confidence Interval (±5%)99.89 | 2 | 4mo ago |
