Linear Heat Dynamics Prediction on Power-law Graphon
0.004Transfer ErrorGNDEs
Evaluation results
| Method | Links | |
|---|---|---|
| GNDEsTarget graph size (n)=16, Source graph size (n_src)=162026.06 | 0.004 | |
| GNDEsTarget graph size (n)=128, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.06 | 0.004 | |
| GNDEsTarget graph size (n)=256, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.06 | 0.004 | |
| GNDEsTarget graph size (n)=256, Sparsity regime (alpha)=n^-1/2, Source graph size (n_src)=162026.06 | 0.004 | |
| GNDEsTarget graph size (n)=512, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.06 | 0.004 | |
| GNDEsTarget graph size (n)=512, Sparsity regime (alpha)=n^-1/2, Source graph size (n_src)=162026.06 | 0.004 | |
| GNDEsTarget graph size (n)=1024, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.06 | 0.004 | |
| GNDEsTarget graph size (n)=1024, Sparsity regime (alpha)=n^-1/2, Source graph size (n_src)=162026.06 | 0.004 | |
| GNDEsTarget graph size (n)=128, Sparsity regime (alpha)=n^-1/2, Source graph size (n_src)=162026.06 | 0.005 |