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ResearchFormerly WizWand

Node Classification on WebKB university split Covariate shift

40.48OOD Test AccuracyEERM
9.38417.45725.5333.603Nov 5, 2024
Updated 8mo ago

Evaluation results

MethodLinks
EERMBackbone=GCN2024.1140.48
CIA-LRABackbone=GAT, Method Category=Graph-specific2024.1138.62
CIABackbone=GAT, Method Category=Non-graph-specific2024.1136.24
MatchDGBackbone=GAT, Method Category=Non-graph-specific2024.1135.45
VREXBackbone=GAT, Method Category=Non-graph-specific2024.1134.13
Deep CoralBackbone=GAT, Method Category=Non-graph-specific2024.1133.86
EERMBackbone=GAT, Method Category=Graph-specific2024.1133.33
GroupDROBackbone=GAT, Method Category=Non-graph-specific2024.1131.75
ERMBackbone=GAT, Method Category=Non-graph-specific2024.1131.48
IRMBackbone=GAT, Method Category=Non-graph-specific2024.1130.69
IGABackbone=GAT, Method Category=Non-graph-specific2024.1129.89
SRGNNBackbone=GAT, Method Category=Graph-specific2024.1128.84
CITBackbone=GAT, Method Category=Graph-specific2024.1124.6
CaNetBackbone=GAT, Method Category=Graph-specific2024.1123.81
GTransBackbone=GAT, Method Category=Graph-specific2024.1121.69
MixupBackbone=GAT, Method Category=Graph-specific2024.1120.37
CIA-LRABackbone=GCN2024.1119.84
CITBackbone=GCN2024.1119.31
CIABackbone=GCN2024.1118.25
VREXBackbone=GCN2024.1117.72
MixupBackbone=GCN2024.1116.67
SRGNNBackbone=GCN2024.1116.21
ERMBackbone=GCN2024.1116.14
MatchDGBackbone=GCN2024.1116.14
IGABackbone=GCN2024.1115.87
CaNetBackbone=GCN2024.1115.61
GroupDROBackbone=GCN2024.1114.29
IRMBackbone=GCN2024.1113.75
Deep CoralBackbone=GCN2024.1111.9
GTransBackbone=GCN2024.1110.58