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ResearchFormerly WizWand

Graph Classification on Molbbbp (scaffold)

70.79ROC-AUCAIA
57.280460.787764.29567.8023Nov 5, 2022Jun 5, 2023Jan 3, 2024Aug 2, 2024Mar 2, 2025Sep 30, 2025May 1, 2026
Updated 6mo ago

Evaluation results

MethodLinks
AIAType=Graph Augmentation2022.1170.79
CCIN2026.0569.81
GREAType=Graph Augmentation2022.1169.72
MPAIACLType=Graph augmentation2025.1169.64
M-MixupType=Graph Augmentation2022.1168.75
VRExType=General Generalization2022.1168.74
VRExType=General generalization2025.1168.74
ERMType=General Generalization2022.1168.1
ERMType=General generalization2025.1168.1
CALType=Graph Generalization2022.1168.06
AIAType=Graph augmentation2025.1168.03
FLAGType=Graph Augmentation2022.1167.69
FLAGType=Graph augmentation2025.1167.69
HGIN2026.0567.69
GREAType=Graph augmentation2025.1167.65
G-MixupType=Graph Augmentation2022.1167.44
IRMType=General Generalization2022.1167.22
IRMType=General generalization2025.1167.22
DisCType=Graph Generalization2022.1167.12
GIN2026.0567.08
DIRType=Graph Generalization2022.1166.86
DIR-GNNType=Graph generalization2025.1166.86
GSATType=Graph Generalization2022.1166.78
GSATType=Graph generalization2025.1166.78
StableGNNType=Graph Generalization2022.1166.74
OOD-GNNType=Graph Generalization2022.1166.72
DropEdgeType=Graph Augmentation2022.1166.49
GroupDROType=General Generalization2022.1166.47
G-DROType=General generalization2025.1166.47
MSPN2026.0566.35
CWN2026.0565.46
CIGAType=Graph Generalization2022.1164.92
CIGAType=Graph generalization2025.1164.92
GraphCLType=Graph augmentation2025.1161.13
D-EdgeType=Graph augmentation2025.1160.03
GALAType=Graph generalization2025.1157.8