Node Classification on Co.CS overall
90.92AccuracyTS-Mean
Evaluation results
| Method | Links | |
|---|---|---|
| TS-MeanEvaluation protocol=Zero-shot2026.03 | 90.92 | |
| GraphAnyEvaluation protocol=Zero-shot2026.03 | 90.06 | |
| GOBLINEvaluation protocol=Zero-shot2026.03 | 89.64 | |
| GRAPHPATCHERBackbone=2-layer GCN2023.10 | 89.44 | |
| TUNEUPBackbone=2-layer GCN2023.10 | 88.46 | |
| GCNBackbone=2-layer GCN2023.10 | 88.16 | |
| EERMBackbone=2-layer GCN2023.10 | 88.07 | |
| GTRANSBackbone=2-layer GCN2023.10 | 88.06 | |
| DROPEDGEBackbone=2-layer GCN2023.10 | 87.56 | |
| TAIL-GNNBackbone=2-layer GCN2023.10 | 87.02 | |
| COLDBREWBackbone=2-layer GCN2023.10 | 85.8 | |
| GATEvaluation protocol=End-to-end2026.03 | 82.28 | |
| MeanGNNEvaluation protocol=End-to-end2026.03 | 80.87 |