Node Classification on GOODCora Covariate shift (degree test)
68.67AccuracyCGRL
Evaluation results
| Method | Links | |
|---|---|---|
| CGRLBackbone=GAT2026.03 | 68.67 | |
| CIA-LRABackbone=GAT2026.03 | 67.08 | |
| CGRLBackbone=GCN2026.03 | 65.51 | |
| MixupBackbone=GAT2026.03 | 63.97 | |
| CIA-LARBackbone=GCN2026.03 | 63.71 | |
| MixupBackbone=GCN2026.03 | 63.65 | |
| CoralBackbone=GAT2026.03 | 61.62 | |
| DANNBackbone=GAT2026.03 | 61.59 | |
| IRMBackbone=GAT2026.03 | 61.42 | |
| ERMBackbone=GAT2026.03 | 61.36 | |
| GroupDROBackbone=GAT2026.03 | 61.31 | |
| IRMBackbone=GCN2026.03 | 61.23 | |
| SRGNNBackbone=GCN2026.03 | 61.21 | |
| SRGNNBackbone=GAT2026.03 | 61.21 | |
| CaNetBackbone=GAT2026.03 | 60.97 | |
| DANNBackbone=GCN2026.03 | 60.78 | |
| GroupDROBackbone=GCN2026.03 | 60.59 | |
| CoralBackbone=GCN2026.03 | 60.41 | |
| CaNetBackbone=GCN2026.03 | 60.34 | |
| ERMBackbone=GCN2026.03 | 60.24 | |
| CGRLBackbone=GAT2026.03 | 60.05 | |
| CGRLBackbone=GCN2026.03 | 59.68 | |
| CIA-LARBackbone=GCN2026.03 | 58.4 | |
| EERMBackbone=GCN2026.03 | 58.38 | |
| CIA-LRABackbone=GAT2026.03 | 57.95 | |
| MixupBackbone=GCN2026.03 | 57.89 | |
| CaNetBackbone=GCN2026.03 | 57.35 | |
| SRGNNBackbone=GCN2026.03 | 57.13 | |
| EERMBackbone=GCN2026.03 | 56.88 | |
| MixupBackbone=GAT2026.03 | 56.77 | |
| DANNBackbone=GCN2026.03 | 56.1 | |
| CoralBackbone=GCN2026.03 | 56.03 | |
| SRGNNBackbone=GAT2026.03 | 55.87 | |
| ERMBackbone=GCN2026.03 | 55.78 | |
| IRMBackbone=GCN2026.03 | 55.77 | |
| GroupDROBackbone=GCN2026.03 | 55.64 | |
| CoralBackbone=GAT2026.03 | 55.35 | |
| CaNetBackbone=GAT2026.03 | 55.35 | |
| DANNBackbone=GAT2026.03 | 55.31 | |
| ERMBackbone=GAT2026.03 | 55.3 | |
| IRMBackbone=GAT2026.03 | 55.07 | |
| GroupDROBackbone=GAT2026.03 | 55.03 | |
| EERMBackbone=GAT2026.03 | 48.05 | |
| EERMBackbone=GAT2026.03 | 46.63 |