Solving Time-Dependent PDEs on Allen-Cahn
0Relative L2 ErrorTINN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TINNTime=0.78hr, # Params.=11852026.01 | 0 | — | — | |
| PirateNet SOAPTime=1.50hr, # Params.=5349812026.01 | 0 | — | 2.2 | |
| CoPINN*Time=0.80hr, # Params.=3374642026.01 | 0.0001 | — | 33 | |
| PIG2026.05 | 0.0015 | — | — | |
| PILIR2026.05 | 0.0326 | — | — | |
| PIXEL2026.05 | 0.102 | — | — | |
| Wavelet2026.05 | 0.347 | — | — | |
| PINNTime=0.95hr, # Params.=3097602026.01 | 0.465 | — | 121,000 | |
| PINN2026.05 | 0.521 | — | — | |
| PirateNetParams=1,916,0412026.05 | 1.38 | — | — | |
| beignetParams=411,9382026.05 | 1.52 | — | — | |
| JAX-PIParams=396,9302026.05 | 3.51 | — | — |