Node Classification on Cora (ASR, Clean Accuracy)
84.3AccuracyVanilla
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VanillaTarget Model=GAT2026.03 | 84.3 | — | |
| VanillaTarget Model=GIN2026.03 | 84.26 | — | |
| DPGBA-CTarget Model=GAT2026.03 | 84.19 | 59.02 | |
| Ba-LogicTarget Model=GIN2026.03 | 83.81 | 98.97 | |
| VanillaTarget Model=GCN2026.03 | 83.78 | — | |
| Ba-LogicTarget Model=GAT2026.03 | 83.76 | 97.12 | |
| Ba-LogicTarget Model=GCN2026.03 | 83.59 | 98.52 | |
| UGBA-CTarget Model=GIN2026.03 | 83.04 | 67.75 | |
| UGBA-CTarget Model=GAT2026.03 | 82.81 | 68.76 | |
| GTA-CTarget Model=GAT2026.03 | 82.68 | 35.85 | |
| ERBATarget Model=GAT2026.03 | 82.08 | 19.32 | |
| DPGBA-CTarget Model=GIN2026.03 | 81.56 | 60.03 | |
| ERBATarget Model=GCN2026.03 | 80.77 | 18.22 | |
| GTA-CTarget Model=GCN2026.03 | 80.45 | 32.45 | |
| UGBA-CTarget Model=GCN2026.03 | 79.97 | 68.32 | |
| ECGBATarget Model=GIN2026.03 | 79.92 | 34.56 | |
| DPGBA-CTarget Model=GCN2026.03 | 79.88 | 59.55 | |
| ERBATarget Model=GIN2026.03 | 79.85 | 19.17 | |
| GTA-CTarget Model=GIN2026.03 | 79.63 | 35.49 | |
| ECGBATarget Model=GCN2026.03 | 79.48 | 34.77 | |
| ECGBATarget Model=GAT2026.03 | 78.93 | 35.19 | |
| EBA-CTarget Model=GIN2026.03 | 74.46 | 29.3 | |
| EBA-CTarget Model=GAT2026.03 | 74.23 | 29.34 | |
| EBA-CTarget Model=GCN2026.03 | 74.17 | 29.13 |