Node Classification on Mag-year H2GB (test)
38.66AccuracyGated_temp_v2
Evaluation results
| Method | Links | |
|---|---|---|
| Gated_temp_v2backbone=GATv2, mechanism=Gating + Temperature2026.05 | 38.66 | |
| Gated_tempbackbone=GAT, mechanism=Gating + Temperature2026.05 | 38.53 | |
| Temp_gatedbackbone=GAT, mechanism=Temperature + Gating2026.05 | 38.51 | |
| Temp_gated_v2backbone=GATv2, mechanism=Temperature + Gating2026.05 | 38.42 | |
| Gated_v2backbone=GATv2, mechanism=Gated2026.05 | 38.38 | |
| GATv2backbone=GATv22026.05 | 37.96 | |
| Gatedbackbone=GAT, mechanism=Gated2026.05 | 37.46 | |
| GATbackbone=GAT2026.05 | 37.08 | |
| Temp_only_v2backbone=GATv2, mechanism=Learnable Temperature2026.05 | 36.89 | |
| Temp_onlybackbone=GAT, mechanism=Learnable Temperature2026.05 | 36.43 | |
| GCNbackbone=GCN2026.05 | 36.32 |