SIS Dynamics Prediction on HSBM Graphon
0.012Transfer ErrorGNDEs
Evaluation Results
| Method | Links | |
|---|---|---|
| GNDEsTarget graph size (n)=16, Source graph size (n_src)=162026.06 | 0.012 | |
| GNDEsTarget graph size (n)=512, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.06 | 0.019 | |
| GNDEsTarget graph size (n)=1024, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.06 | 0.019 | |
| GNDEsTarget graph size (n)=256, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.06 | 0.021 | |
| GNDEsTarget graph size (n)=128, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.06 | 0.022 | |
| GNDEsTarget graph size (n)=1024, Sparsity regime (alpha)=0.1, Source graph size (n_src)=162026.06 | 0.027 | |
| GNDEsTarget graph size (n)=512, Sparsity regime (alpha)=0.1, Source graph size (n_src)=162026.06 | 0.032 | |
| GNDEsTarget graph size (n)=256, Sparsity regime (alpha)=0.1, Source graph size (n_src)=162026.06 | 0.041 | |
| GNDEsTarget graph size (n)=128, Sparsity regime (alpha)=0.1, Source graph size (n_src)=162026.06 | 0.053 | |
| GNDEsTarget graph size (n)=1024, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.06 | 0.17 | |
| GNDEsTarget graph size (n)=512, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.06 | 0.172 | |
| GNDEsTarget graph size (n)=256, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.06 | 0.174 | |
| GNDEsTarget graph size (n)=1024, Sparsity regime (alpha)=0.1, Source graph size (n_src)=162026.06 | 0.177 | |
| GNDEsTarget graph size (n)=128, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.06 | 0.183 | |
| GNDEsTarget graph size (n)=512, Sparsity regime (alpha)=0.1, Source graph size (n_src)=162026.06 | 0.183 | |
| GNDEsTarget graph size (n)=256, Sparsity regime (alpha)=0.1, Source graph size (n_src)=162026.06 | 0.194 | |
| GNDEsTarget graph size (n)=16, Source graph size (n_src)=162026.06 | 0.201 | |
| GNDEsTarget graph size (n)=128, Sparsity regime (alpha)=0.1, Source graph size (n_src)=162026.06 | 0.214 |