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ResearchFormerly WizWand

Graph Classification on MolHiv GOOD (scaffold)

71.15ROC AUCAIA
49.892455.411260.9366.4488Aug 1, 2025Aug 21, 2025Sep 10, 2025Sep 30, 2025Oct 20, 2025Nov 9, 2025Nov 30, 2025
Updated 7mo ago

Evaluation results

MethodLinks
AIAType=Graph augmentation2025.1171.15
GOODFormer2025.0870.38
GNN+IRM2025.0870.17
GSAT2025.0870.07
CAL+2025.0870.03
MPAIACLType=Graph augmentation2025.1169.69
ERMType=General generalization2025.1169.58
GNN+ERM2025.0869.55
CIGAType=Graph generalization2025.1169.4
CIGA2025.0869.4
Graphormer2025.0869.38
GNN+VREx2025.0869.34
EXPHORMER2025.0869.24
G-DROType=General generalization2025.1169.17
iMoLD2025.0869.06
GREA2025.0869.05
GSATType=Graph generalization2025.1168.66
FLAGType=Graph augmentation2025.1168.45
DIR2025.0868.44
DIR-GNNType=Graph generalization2025.1168.07
IRMType=General generalization2025.1167.97
GraphGPS2025.0867.9
GREAType=Graph augmentation2025.1167.79
GALAType=Graph generalization2025.1167.37
GIL2025.0867.18
VRExType=General generalization2025.1166.62
D-EdgeType=Graph augmentation2025.1156.32
GraphCLType=Graph augmentation2025.1150.71