Solving PDEs on Helmholtz Equation (test)
0.0036Max Relative L2 ErrorDCGD (Center) + LRA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DCGD (Center) + LRAOptimizer=DCGD (Center) + LRA2024.09 | 0.0036 | 0.0013 | |
| DCGD (Center)Optimizer=DCGD (Center)2024.09 | 0.0038 | 0.0019 | |
| LRAOptimizer=LRA2024.09 | 0.0108 | 0.0032 | |
| DCGD (Center) + NTKOptimizer=DCGD (Center) + NTK2024.09 | 0.0157 | 0.0033 | |
| PCGradOptimizer=PCGrad2024.09 | 0.017 | 0.007 | |
| MultiAdamOptimizer=MultiAdam2024.09 | 0.0249 | 0.0149 | |
| NTKOptimizer=NTK2024.09 | 0.0532 | 0.0225 | |
| AdamOptimizer=Adam2024.09 | 0.1053 | 0.0315 | |
| CAGradOptimizer=CAGrad2024.09 | 0.155 | 0.033 | |
| Aligned-MTLOptimizer=Aligned-MTL2024.09 | 0.7784 | 0.5062 | |
| MGDAOptimizer=MGDA2024.09 | 1 | 0.3441 |