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ResearchFormerly WizWand

Node Classification on WebKB university split Concept shift

38.53OOD Test AccuracyMixup
22.950826.995431.0435.0846Nov 5, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MixupBackbone=GAT, Method Category=Graph-specific2024.1138.53
CIA-LRABackbone=GCN2024.1136.7
CIA-LRABackbone=GAT, Method Category=Graph-specific2024.1131.8
CIABackbone=GAT, Method Category=Non-graph-specific2024.1130.58
MixupBackbone=GCN2024.1130.28
Deep CoralBackbone=GAT, Method Category=Non-graph-specific2024.1130.27
MatchDGBackbone=GAT, Method Category=Non-graph-specific2024.1129.36
CIABackbone=GCN2024.1128.75
GroupDROBackbone=GCN2024.1128.44
IGABackbone=GCN2024.1128.44
IGABackbone=GAT, Method Category=Non-graph-specific2024.1128.14
CITBackbone=GCN2024.1128.14
EERMBackbone=GCN2024.1128.04
MatchDGBackbone=GCN2024.1127.83
VREXBackbone=GAT, Method Category=Non-graph-specific2024.1127.52
ERMBackbone=GCN2024.1127.52
IRMBackbone=GCN2024.1127.52
VREXBackbone=GCN2024.1127.52
SRGNNBackbone=GCN2024.1127.52
GroupDROBackbone=GAT, Method Category=Non-graph-specific2024.1126.91
GTransBackbone=GCN2024.1126.91
Deep CoralBackbone=GCN2024.1126.61
CaNetBackbone=GCN2024.1126.3
ERMBackbone=GAT, Method Category=Non-graph-specific2024.1125.69
IRMBackbone=GAT, Method Category=Non-graph-specific2024.1125.69
EERMBackbone=GAT, Method Category=Graph-specific2024.1125.38
GTransBackbone=GAT, Method Category=Graph-specific2024.1125.08
CaNetBackbone=GAT, Method Category=Graph-specific2024.1124.77
CITBackbone=GAT, Method Category=Graph-specific2024.1124.16
SRGNNBackbone=GAT, Method Category=Graph-specific2024.1123.55