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ResearchFormerly WizWand

Graph Classification on CMNIST color

36.37AccuracyAIA
22.101225.805629.5133.2144Nov 5, 2022
Updated 8mo ago

Evaluation results

MethodLinks
AIAType=Graph Augmentation2022.1136.37
DIRType=Graph Generalization2022.1133.2
FLAGType=Graph Augmentation2022.1132.3
CIGAType=Graph Generalization2022.1132.22
G-MixupType=Graph Augmentation2022.1131.85
GroupDROType=General Generalization2022.1129.07
GREAType=Graph Augmentation2022.1129.02
ERMType=General Generalization2022.1128.6
VRExType=General Generalization2022.1128.48
StableGNNType=Graph Generalization2022.1128.38
GSATType=Graph Generalization2022.1128.17
CALType=Graph Generalization2022.1127.99
IRMType=General Generalization2022.1127.83
OOD-GNNType=Graph Generalization2022.1126.49
M-MixupType=Graph Augmentation2022.1126.47
DisCType=Graph Generalization2022.1124.99
DropEdgeType=Graph Augmentation2022.1122.65