Node Classification on Coauthor-CS (ROC-AUC)
95.93ROC-AUCAdaR
Evaluation results
| Method | Links | |
|---|---|---|
| AdaREvaluation Setting=Supervised Transductive2026.06 | 95.93 | |
| EXPHORMEREvaluation Setting=Supervised Transductive2026.06 | 95.77 | |
| NAGPHORMEREvaluation Setting=Supervised Transductive2026.06 | 95.75 | |
| GPRGNNEvaluation Setting=Supervised Transductive2026.06 | 95.13 | |
| GCNIIEvaluation Setting=Supervised Transductive2026.06 | 95.03 | |
| SANEvaluation Setting=Supervised Transductive2026.06 | 94.51 | |
| APPNPEvaluation Setting=Supervised Transductive2026.06 | 94.49 | |
| N2Evaluation Setting=Supervised Transductive2026.06 | 94.44 | |
| GRAPHGPSEvaluation Setting=Supervised Transductive2026.06 | 93.93 | |
| GATEvaluation Setting=Supervised Transductive2026.06 | 93.61 | |
| GCNEvaluation Setting=Supervised Transductive2026.06 | 92.92 | |
| PatchNet2026.06 | 87.69 | |
| GraphMAE22026.06 | 84.67 | |
| GraphMAE2026.06 | 84.33 | |
| GRACE2026.06 | 83.43 | |
| DGI2026.06 | 83.09 | |
| GAT2026.06 | 82.72 | |
| GCN2026.06 | 82.15 |