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ResearchFormerly WizWand

Node Classification on Cora Covariate shift (degree split)

87.39OOD AccuracySTEM-GNN
44.999656.004867.0178.0152Nov 5, 2024Jan 20, 2025Apr 7, 2025Jun 23, 2025Sep 8, 2025Nov 24, 2025Feb 9, 2026
Updated 8mo ago

Evaluation results

MethodLinks
STEM-GNN2026.0287.39
MARIO2026.0287.07
GFT2026.0287.01
TFEGNN2026.0286.63
CaNet2026.0284.12
GraphMETRO2026.0283.78
CIA-LRABackbone=GAT, Method Category=Graph-specific2024.1167.08
MixupBackbone=GAT, Method Category=Graph-specific2024.1163.97
MatchDGBackbone=GAT, Method Category=Non-graph-specific2024.1162.91
CIABackbone=GAT, Method Category=Non-graph-specific2024.1162.72
IGABackbone=GAT, Method Category=Non-graph-specific2024.1162.62
VREXBackbone=GAT, Method Category=Non-graph-specific2024.1161.77
Deep CoralBackbone=GAT, Method Category=Non-graph-specific2024.1161.62
IRMBackbone=GAT, Method Category=Non-graph-specific2024.1161.42
ERMBackbone=GAT, Method Category=Non-graph-specific2024.1161.36
GroupDROBackbone=GAT, Method Category=Non-graph-specific2024.1161.31
SRGNNBackbone=GAT, Method Category=Graph-specific2024.1161.21
CaNetBackbone=GAT, Method Category=Graph-specific2024.1160.97
GTransBackbone=GAT, Method Category=Graph-specific2024.1160.93
CITBackbone=GAT, Method Category=Graph-specific2024.1160.89
CIA-LRABackbone=GCN2024.1158.4
CIA-LRABackbone=GAT, Method Category=Graph-specific2024.1157.95
MixupBackbone=GCN2024.1157.89
CaNetBackbone=GCN2024.1157.35
SRGNNBackbone=GCN2024.1157.13
CIABackbone=GCN2024.1156.8
MixupBackbone=GAT, Method Category=Graph-specific2024.1156.77
MatchDGBackbone=GCN2024.1156.57
CIABackbone=GAT, Method Category=Non-graph-specific2024.1156.34
CITBackbone=GCN2024.1156.14
Deep CoralBackbone=GCN2024.1156.03
VREXBackbone=GCN2024.1155.97
IGABackbone=GCN2024.1155.94
SRGNNBackbone=GAT, Method Category=Graph-specific2024.1155.87
ERMBackbone=GCN2024.1155.78
IRMBackbone=GCN2024.1155.77
MatchDGBackbone=GAT, Method Category=Non-graph-specific2024.1155.74
GroupDROBackbone=GCN2024.1155.64
IGABackbone=GAT, Method Category=Non-graph-specific2024.1155.56
Deep CoralBackbone=GAT, Method Category=Non-graph-specific2024.1155.35
CaNetBackbone=GAT, Method Category=Graph-specific2024.1155.35
VREXBackbone=GAT, Method Category=Non-graph-specific2024.1155.34
ERMBackbone=GAT, Method Category=Non-graph-specific2024.1155.3
IRMBackbone=GAT, Method Category=Non-graph-specific2024.1155.07
GroupDROBackbone=GAT, Method Category=Non-graph-specific2024.1155.03
CITBackbone=GAT, Method Category=Graph-specific2024.1153.13
GTransBackbone=GCN2024.1152.7
GTransBackbone=GAT, Method Category=Graph-specific2024.1151.49
EERMBackbone=GAT, Method Category=Graph-specific2024.1148.05
EERMBackbone=GAT, Method Category=Graph-specific2024.1146.63