Operator approximation on Synthetic Fourier-series data p-Laplacian operator A2 (test)
15,100Test MSEgraph
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| graphloss=soft graph loss2026.05 | 15,100 | 0.543 | 0.614 | 12,800 | 0 | 0 | 0 | |
| ℓ^2loss=ℓ22026.05 | 19,300 | 0.613 | 0.688 | 15,900 | 0 | 0 | 0 | |
| ℓ^∞loss=ℓ∞2026.05 | 20,800 | 0.637 | 0.723 | 16,900 | 0 | 0 | 0 | |
| graph + structureloss=soft graph loss, regularization=structural2026.05 | 38,300 | 0.871 | 0.915 | 24,600 | 0 | 0 | 0 |