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ResearchFormerly WizWand

Node Classification on CBAS color split Concept shift

78.34OOD Test AccuracyCIA-LRA
60.254464.949769.64574.3403Nov 5, 2024
Updated 8mo ago

Evaluation results

MethodLinks
CIA-LRABackbone=GAT, Method Category=Graph-specific2024.1178.34
Deep CoralBackbone=GAT, Method Category=Non-graph-specific2024.1175.95
CaNetBackbone=GAT, Method Category=Graph-specific2024.1175.95
MatchDGBackbone=GAT, Method Category=Non-graph-specific2024.1175.24
CIABackbone=GAT, Method Category=Non-graph-specific2024.1174.76
ERMBackbone=GAT, Method Category=Non-graph-specific2024.1174.52
GroupDROBackbone=GAT, Method Category=Non-graph-specific2024.1173.81
VREXBackbone=GAT, Method Category=Non-graph-specific2024.1173.57
GTransBackbone=GAT, Method Category=Graph-specific2024.1173.57
IRMBackbone=GAT, Method Category=Non-graph-specific2024.1173.33
MixupBackbone=GAT, Method Category=Graph-specific2024.1173.33
SRGNNBackbone=GAT, Method Category=Graph-specific2024.1172.38
IGABackbone=GAT, Method Category=Non-graph-specific2024.1170.95
CITBackbone=GAT, Method Category=Graph-specific2024.1170.24
EERMBackbone=GAT, Method Category=Graph-specific2024.1160.95