Node Classification on OGBN-MAG H2GB (test)
51.99AccuracyTemp_only
Evaluation Results
| Method | Links | |
|---|---|---|
| Temp_onlybackbone=GAT, mechanism=Learnable Temperature2026.05 | 51.99 | |
| GATv2backbone=GATv22026.05 | 51.82 | |
| Temp_gatedbackbone=GAT, mechanism=Temperature + Gating2026.05 | 51.66 | |
| Temp_gated_v2backbone=GATv2, mechanism=Temperature + Gating2026.05 | 51.61 | |
| Gated_v2backbone=GATv2, mechanism=Gated2026.05 | 51.59 | |
| Gatedbackbone=GAT, mechanism=Gated2026.05 | 51.42 | |
| Temp_only_v2backbone=GATv2, mechanism=Learnable Temperature2026.05 | 50.97 | |
| Gated_temp_v2backbone=GATv2, mechanism=Gating + Temperature2026.05 | 50.96 | |
| Gated_tempbackbone=GAT, mechanism=Gating + Temperature2026.05 | 50.27 | |
| GATbackbone=GAT2026.05 | 50.12 | |
| GCNbackbone=GCN2026.05 | 42.4 |