| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| 6D Nonlinear Darcy flow equation | TGPS-TR-NT | Relative L2 Error0.004 | 27 | 22d ago | |
| 4D Allen-Cahn equation a=15 d=4 | TGPS-TR-NT | Relative L2 Error0 | 24 | 22d ago | |
| Burgers' equation viscosity ν = 0.02 | TGPS-NT | Relative L2 Error0.0001 | 20 | 22d ago | |
| Two-body Allen-Cahn equation 10KD | SDZE | Memory Usage (MB)723 | 7 | 23d ago | |
| Two-body Allen-Cahn equation 1KD | SDZE | Memory (MB)512 | 7 | 23d ago | |
| Two-body Allen-Cahn equation 100D | SDZE | Memory (MB)485 | 7 | 23d ago | |
| 1D convection-dominated equation epsilon = 10^-6 (test) | AEH-PINN | Relative L2 Error0 | 6 | 1mo ago | |
| Two-body Allen-Cahn equation 100KD | SDZE | Memory (MB)982 | 5 | 23d ago | |
| Allen-Cahn equation Example 7 epsilon = 10−4 | L2 Error0.96 | 4 | 23d ago | ||
| Two-body Allen-Cahn equation 1MD | SDZE | Memory (MB)4,856 | 2 | 23d ago | |
| Helmholtz equation high-frequency regime Example 2 (test) | - | - | 0 | 1mo ago | |
| 1D Klein-Gordon equation a=10 | - | - | 0 | 1mo ago | |
| 1D Klein-Gordon equation a=5 | - | - | 0 | 1mo ago |
