Node Classification on Film (test)
37.91AccuracyConn-NSD
Evaluation Results
| Method | Links | |
|---|---|---|
| Conn-NSD2025.11 | 37.91 | |
| NSDrestriction maps=orthogonal2025.11 | 37.81 | |
| NSDrestriction maps=general2025.11 | 37.8 | |
| NSDrestriction maps=diagonal2025.11 | 37.79 | |
| ANSD2025.11 | 37.66 | |
| GGCN2022.10 | 37.54 | |
| GGCN2025.11 | 37.54 | |
| BundlePolySD2025.11 | 37.47 | |
| GCNII2022.10 | 37.44 | |
| GCNII2025.11 | 37.44 | |
| GloGNN2022.10 | 37.35 | |
| GeneralPolySD2025.11 | 37.34 | |
| DiagPolySD2025.11 | 37.31 | |
| G2-GATgradient_gating=true2022.10 | 37.3 | |
| G2-GraphSAGEgradient_gating=true2022.10 | 37.14 | |
| G2-GCNgradient_gating=true2022.10 | 37.09 | |
| SAN2025.11 | 37.09 | |
| F2GAT2022.10 | 36.65 | |
| MLP2022.10 | 36.53 | |
| MLP2025.11 | 36.53 | |
| LINKX2022.10 | 36.1 | |
| ResGatedGCN2022.10 | 36.02 | |
| H2GCN2022.10 | 35.7 | |
| H2GCN2025.11 | 35.7 | |
| FAGCN2022.10 | 34.87 | |
| FAGCN2025.11 | 34.87 | |
| GPRGNN2022.10 | 34.63 | |
| GPRGNN2025.11 | 34.63 | |
| GraphSAGE2022.10 | 34.23 | |
| GraphSAGE2025.11 | 34.23 | |
| MixHop2022.10 | 32.22 | |
| MixHop2025.11 | 32.22 | |
| Geom-GCN2022.10 | 31.59 | |
| Geom-GCN2025.11 | 31.59 | |
| GAT2022.10 | 27.44 | |
| GAT2025.11 | 27.44 | |
| PairNorm2022.10 | 27.4 | |
| PairNorm2025.11 | 27.4 | |
| GCN2022.10 | 27.32 | |
| GCN2025.11 | 27.32 | |
| PolySpectralGNN2025.11 | 25.5 |