Node Classification on GOODCBAS Concept shift, color (test)
94.53AccuracyCIA-LAR
Evaluation results
| Method | Links | |
|---|---|---|
| CIA-LARBackbone=GCN2026.03 | 94.53 | |
| CGRLBackbone=GCN2026.03 | 85.29 | |
| CGRLBackbone=GAT2026.03 | 83.57 | |
| CaNetBackbone=GCN2026.03 | 83.24 | |
| CoralBackbone=GCN2026.03 | 82.86 | |
| DANNBackbone=GCN2026.03 | 82.5 | |
| GroupDROBackbone=GCN2026.03 | 82.38 | |
| ERMBackbone=GCN2026.03 | 82.14 | |
| IRMBackbone=GCN2026.03 | 81.67 | |
| SRGNNBackbone=GCN2026.03 | 80.95 | |
| CIA-LRABackbone=GAT2026.03 | 78.34 | |
| CoralBackbone=GAT2026.03 | 75.95 | |
| CaNetBackbone=GAT2026.03 | 75.95 | |
| ERMBackbone=GAT2026.03 | 74.52 | |
| DANNBackbone=GAT2026.03 | 74.04 | |
| GroupDROBackbone=GAT2026.03 | 73.81 | |
| IRMBackbone=GAT2026.03 | 73.33 | |
| MixupBackbone=GAT2026.03 | 73.33 | |
| SRGNNBackbone=GAT2026.03 | 72.38 | |
| MixupBackbone=GCN2026.03 | 65.48 | |
| EERMBackbone=GCN2026.03 | 61.43 | |
| EERMBackbone=GAT2026.03 | 60.95 |