Node Classification on OAG-CS H2GB (test)
15.71AccuracyTemp_gated_v2
Evaluation Results
| Method | Links | |
|---|---|---|
| Temp_gated_v2backbone=GATv2, mechanism=Temperature + Gating2026.05 | 15.71 | |
| Gated_v2backbone=GATv2, mechanism=Gated2026.05 | 15.59 | |
| Gatedbackbone=GAT, mechanism=Gated2026.05 | 15.58 | |
| Temp_gatedbackbone=GAT, mechanism=Temperature + Gating2026.05 | 15.58 | |
| GATv2backbone=GATv22026.05 | 15.36 | |
| Temp_only_v2backbone=GATv2, mechanism=Learnable Temperature2026.05 | 15.24 | |
| GATbackbone=GAT2026.05 | 15.17 | |
| Temp_onlybackbone=GAT, mechanism=Learnable Temperature2026.05 | 14.88 | |
| Gated_temp_v2backbone=GATv2, mechanism=Gating + Temperature2026.05 | 14.79 | |
| Gated_tempbackbone=GAT, mechanism=Gating + Temperature2026.05 | 14.3 | |
| GCNbackbone=GCN2026.05 | 12.17 |