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ResearchFormerly WizWand

Graph Classification on Motif base

92.5AccuracyGSAT
29.78846.06962.3578.631Nov 5, 2022Jun 1, 2023Dec 27, 2023Jul 22, 2024Feb 16, 2025Sep 12, 2025Apr 9, 2026
Updated 6mo ago

Evaluation results

MethodLinks
GSAT2026.0492.5
RIA-RICE2026.0492.4
RICE2026.0492.4
ERM2026.0492.3
Coral2026.0492.3
DANN2026.0492.3
GroupDRO2026.0491.8
IRM2026.0491.8
Mixup2026.0491.8
VREx2026.0491.8
DIR2026.0482.2
MPAIACLType=Graph augmentation2025.1181.64
ERMType=General generalization2025.1181.37
FLAGType=Graph augmentation2025.1179.04
AIAType=Graph augmentation2025.1176.26
G-DROType=General generalization2025.1175.3
DIR-GNNType=Graph generalization2025.1175.07
IRMType=General generalization2025.1174.79
AIAType=Graph Augmentation2022.1173.64
VRExType=General Generalization2022.1171.47
IRMType=General Generalization2022.1170.65
M-MixupType=Graph Augmentation2022.1170.08
CIGAType=Graph generalization2025.1168.87
ERMType=General Generalization2022.1168.66
GroupDROType=General Generalization2022.1168.24
CIGAType=Graph Generalization2022.1166.43
CALType=Graph Generalization2022.1165.63
GSATType=Graph Generalization2022.1162.8
DIRType=Graph Generalization2022.1162.07
FLAGType=Graph Augmentation2022.1161.12
OOD-GNNType=Graph Generalization2022.1161.1
G-MixupType=Graph Augmentation2022.1159.66
StableGNNType=Graph Generalization2022.1157.07
GREAType=Graph Augmentation2022.1156.74
VRExType=General generalization2025.1156.18
GSATType=Graph generalization2025.1152.2
DisCType=Graph Generalization2022.1151.08
DropEdgeType=Graph Augmentation2022.1145.08
GraphCLType=Graph augmentation2025.1137.68
D-EdgeType=Graph augmentation2025.1134.9
DropEdge2026.0434.7
RIA-IRM2026.0433.7
RIA-VREx2026.0432.2