PDE Solving on Diffusion PDE
1,380Wall-clock Time (CPU) (ms)FEniCS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FEniCStime reporting protocol=time-at-termination, reached residual threshold ε=true2025.02 | 1,380 | — | — | — | — | |
| SIGStime reporting protocol=time-to-ε, reached residual threshold ε=true2025.02 | 14,670 | — | — | — | — | |
| PINNstime reporting protocol=time-at-termination, reached residual threshold ε=false2025.02 | 121,690 | — | — | — | — | |
| SSDEtime reporting protocol=time-at-termination, reached residual threshold ε=false, generation budget=252025.02 | 485,730 | — | — | — | — | |
| HD-TLGP(vanilla)time reporting protocol=time-at-termination, reached residual threshold ε=false, generation budget=202025.02 | 10,909,300 | — | — | — | — | |
| HD-TLGP(atoms)time reporting protocol=time-at-termination, reached residual threshold ε=false, generation budget=202025.02 | 11,560,600 | — | — | — | — | |
| GNNnc=642026.01 | — | 115.94 | 855.49 | 835.35 | 878.66 | |
| NLSSnc=642026.01 | — | 42.54 | 106.12 | 94.41 | 127.5 | |
| SA-AMGnc=642026.01 | — | 100.94 | 157.9 | 146.94 | 174.08 | |
| Subspacenc=642026.01 | — | 63.23 | 130.31 | 117.1 | 147.1 | |
| SVDnc=642026.01 | — | 110.7 | 143.14 | 126.43 | 161.28 |