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ResearchFormerly WizWand

Graph Classification on Motif (size)

92.4AccuracyRIA-RICE
31.14447.04762.9578.853Nov 5, 2022Jun 1, 2023Dec 27, 2023Jul 22, 2024Feb 16, 2025Sep 12, 2025Apr 9, 2026
Updated 6mo ago

Evaluation results

MethodLinks
RIA-RICE2026.0492.4
RICE2026.0492.2
ERM2026.0492.1
Coral2026.0492.1
DANN2026.0492.1
GSAT2026.0492.1
GroupDRO2026.0491.6
IRM2026.0491.6
VREx2026.0491.6
Mixup2026.0491.5
DIR2026.0475.6
MPAIACLType=Graph augmentation2025.1169.44
FLAGType=Graph augmentation2025.1166.78
ERMType=General generalization2025.1165.59
AIAType=Graph augmentation2025.1165.42
G-DROType=General generalization2025.1164.69
IRMType=General generalization2025.1164.68
AIAType=Graph Augmentation2022.1155.85
GREAType=Graph Augmentation2022.1154.13
GSATType=Graph Generalization2022.1153.2
G-MixupType=Graph Augmentation2022.1152.81
VRExType=General Generalization2022.1152.67
OOD-GNNType=Graph Generalization2022.1152.61
DIRType=Graph Generalization2022.1152.27
GroupDROType=General Generalization2022.1151.95
CIGAType=Graph generalization2025.1151.95
VRExType=General generalization2025.1151.9
ERMType=General Generalization2022.1151.74
FLAGType=Graph Augmentation2022.1151.66
M-MixupType=Graph Augmentation2022.1151.48
IRMType=General Generalization2022.1151.41
CALType=Graph Generalization2022.1151.18
DisCType=Graph Generalization2022.1150.39
CIGAType=Graph Generalization2022.1149.14
DIR-GNNType=Graph generalization2025.1147.12
StableGNNType=Graph Generalization2022.1146.93
DropEdgeType=Graph Augmentation2022.1145.63
GSATType=Graph generalization2025.1137.33
D-EdgeType=Graph augmentation2025.1137.31
GraphCLType=Graph augmentation2025.1136.05
DropEdge2026.0434.8
RIA-IRM2026.0433.5
RIA-VREx2026.0433.5