Node Classification on twitch-gamers 50/25/25 (test)
68.34AccuracyGESN
Evaluation Results
| Method | Links | |
|---|---|---|
| GESN2023.05 | 68.34 | |
| LINKX2021.10 | 66.06 | |
| LINKX2023.05 | 66.06 | |
| MixHop2021.10 | 65.64 | |
| MixHop2023.05 | 65.64 | |
| C&Shops=22021.10 | 65.02 | |
| Correct & Smooth (C&S)Hops=22023.05 | 65.02 | |
| C&Shops=12021.10 | 64.86 | |
| Correct & Smooth (C&S)Hops=12023.05 | 64.86 | |
| LINK2021.10 | 64.85 | |
| LINK2023.05 | 64.85 | |
| Label Propagationhops=22021.10 | 63.88 | |
| Label PropagationHops=22023.05 | 63.88 | |
| GCNJK2021.10 | 63.45 | |
| GCNArchitectural variant=JK2023.05 | 63.45 | |
| GCNII2021.10 | 63.39 | |
| GCNII2023.05 | 63.39 | |
| Label Propagationhops=12021.10 | 62.77 | |
| Label PropagationHops=12023.05 | 62.77 | |
| GCN2021.10 | 62.18 | |
| GCN2023.05 | 62.18 | |
| GPR-GNN2021.10 | 61.89 | |
| GPR-GNN2023.05 | 61.89 | |
| APPNP2021.10 | 60.97 | |
| APPNP2023.05 | 60.97 | |
| MLP2021.10 | 60.92 | |
| MLP2023.05 | 60.92 | |
| GATJK2021.10 | 59.98 | |
| GATArchitectural variant=JK2023.05 | 59.98 | |
| SGChops=22021.10 | 59.94 | |
| SGCHops=22023.05 | 59.94 | |
| GAT2021.10 | 59.89 | |
| GAT2023.05 | 59.89 | |
| SGChops=12021.10 | 58.97 | |
| SGCHops=12023.05 | 58.97 |