Linear Heat Dynamics Prediction on HSBM Graphon
0.4Transfer ErrorGNDEs
Evaluation results
| Method | Links | |
|---|---|---|
| GNDEsTarget graph size (n)=16, Source graph size (n_src)=162026.06 | 0.4 | |
| GNDEsTarget graph size (n)=128, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.06 | 0.4 | |
| GNDEsTarget graph size (n)=256, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.06 | 0.4 | |
| GNDEsTarget graph size (n)=512, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.06 | 0.4 | |
| GNDEsTarget graph size (n)=512, Sparsity regime (alpha)=0.1, Source graph size (n_src)=162026.06 | 0.4 | |
| GNDEsTarget graph size (n)=1024, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.06 | 0.4 | |
| GNDEsTarget graph size (n)=1024, Sparsity regime (alpha)=0.1, Source graph size (n_src)=162026.06 | 0.4 | |
| GNDEsTarget graph size (n)=256, Sparsity regime (alpha)=0.1, Source graph size (n_src)=162026.06 | 0.5 | |
| GNDEsTarget graph size (n)=128, Sparsity regime (alpha)=0.1, Source graph size (n_src)=162026.06 | 0.6 | |
| GNDEsTarget graph size (n)=256, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.06 | 2.1 | |
| GNDEsTarget graph size (n)=512, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.06 | 2.1 | |
| GNDEsTarget graph size (n)=1024, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.06 | 2.1 | |
| GNDEsTarget graph size (n)=1024, Sparsity regime (alpha)=0.1, Source graph size (n_src)=162026.06 | 2.1 | |
| GNDEsTarget graph size (n)=128, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.06 | 2.2 | |
| GNDEsTarget graph size (n)=512, Sparsity regime (alpha)=0.1, Source graph size (n_src)=162026.06 | 2.2 | |
| GNDEsTarget graph size (n)=256, Sparsity regime (alpha)=0.1, Source graph size (n_src)=162026.06 | 2.3 | |
| GNDEsTarget graph size (n)=16, Source graph size (n_src)=162026.06 | 2.6 | |
| GNDEsTarget graph size (n)=128, Sparsity regime (alpha)=0.1, Source graph size (n_src)=162026.06 | 2.7 |