PDE Solving on Poisson (L2 error)
0L2 ErrorMetaColloc
Evaluation Results
| Method | Links | |
|---|---|---|
| MetaCollocParam=H=2562026.05 | 0 | |
| MetaCollocParam=H=5122026.05 | 0 | |
| MetaCollocParam=H=10242026.05 | 0 | |
| ConFIGParam=H=1282026.05 | 0.0007 | |
| ConFIGParam=H=10242026.05 | 0.0008 | |
| ConFIGParam=H=5122026.05 | 0.0008 | |
| ConFIGParam=H=2562026.05 | 0.0018 | |
| PINN DCGDParam=H=1282026.05 | 0.0022 | |
| MetaCollocParam=H=1282026.05 | 0.0025 | |
| PINN DCGDParam=H=5122026.05 | 0.0031 | |
| GLNO2025.12 | 0.0044 | |
| Geo-FNO2025.12 | 0.0049 | |
| PINN DCGDParam=H=2562026.05 | 0.0064 | |
| Sp2GNO2025.12 | 0.0069 | |
| GLNO w/o σAblation=without the non-periodic basis components2025.12 | 0.0087 | |
| PINN L-BFGSParam=H=10242026.05 | 0.0114 | |
| PINN DCGDParam=H=10242026.05 | 0.0116 | |
| AMG2025.12 | 0.0152 | |
| Transolver2025.12 | 0.0174 | |
| PINN L-BFGSParam=H=5122026.05 | 0.0174 | |
| PINN L-BFGSParam=H=2562026.05 | 0.0246 | |
| PINN L-BFGSParam=H=1282026.05 | 0.0361 | |
| FNO2025.12 | 0.0386 | |
| GINO2025.12 | 0.1623 | |
| GKNO2025.12 | 0.2486 | |
| LSM2025.12 | 0.2612 | |
| U-Net2025.12 | 0.2699 | |
| GNOT2025.12 | 0.4403 | |
| MLP2025.12 | 0.4804 | |
| GP-HMParam=Grid=100^22026.05 | 0.672 |