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ResearchFormerly WizWand

Graph Classification on MolHiv GOOD (size)

62.69ROC-AUCGOODFormer
48.317252.048655.7859.5114Aug 1, 2025Aug 21, 2025Sep 10, 2025Sep 30, 2025Oct 20, 2025Nov 9, 2025Nov 30, 2025
Updated 7mo ago

Evaluation results

MethodLinks
GOODFormer2025.0862.69
GREA2025.0862.59
Graphormer2025.0862.26
iMoLD2025.0862.2
GIL2025.0862
CAL+2025.0861.17
GSAT2025.0860.73
MPAIACLType=Graph augmentation2025.1160.39
ERMType=General generalization2025.1159.94
GNN+IRM2025.0859.94
CIGAType=Graph generalization2025.1159.55
CIGA2025.0859.55
FLAGType=Graph augmentation2025.1159.54
GraphGPS2025.0859.23
GNN+ERM2025.0859.19
IRMType=General generalization2025.1159
G-DROType=General generalization2025.1158.98
GALAType=Graph generalization2025.1158.76
VRExType=General generalization2025.1158.53
GNN+VREx2025.0858.49
DIR-GNNType=Graph generalization2025.1158.08
GSATType=Graph generalization2025.1158.06
DIR2025.0857.67
AIAType=Graph augmentation2025.1156.3
D-EdgeType=Graph augmentation2025.1155.76
EXPHORMER2025.0853.85
GREAType=Graph augmentation2025.1152.77
GraphCLType=Graph augmentation2025.1148.87