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ResearchFormerly WizWand

Molecule Property Prediction on ogbg-HIV

79.32ROC AUCGREA
71.894473.822275.7577.6778Jun 6, 2022Aug 9, 2022Oct 13, 2022Dec 16, 2022Feb 19, 2023Apr 24, 2023Jun 28, 2023
Updated 8mo ago

Evaluation results

MethodLinks
GREAEncoder=GIN [37]2022.0679.32
IRMEncoder=GIN [37]2022.0678.17
OOD-GNNEncoder=GIN [37]2022.0677.99
GREAEncoder=GCN [12]2022.0677.94
GREA-REPAUGEncoder=GIN [37]2022.0677.7
SELFATTNPOOLEncoder=GCN [12]2022.0677.33
DIR+REPAUGEncoder=GIN [37]2022.0677.25
IRMEncoder=GCN [12]2022.0677.02
OOD-GNNEncoder=GCN [12]2022.0675.8
FGWMixup*Backbone=vGCN2023.0675.7
SELFATTNPOOLEncoder=GIN [37]2022.0675.33
DIREncoder=GIN [37]2022.0675.33
U-NETSPOOLEncoder=GCN [12]2022.0675.27
FGWMixupBackbone=vGCN2023.0675.24
FGWMixup*Backbone=vGIN2023.0675.12
DIR+REPAUGEncoder=GCN [12]2022.0674.94
DIREncoder=GCN [12]2022.0674.66
G-MixupBackbone=vGCN2023.0674.65
G-MixupBackbone=vGIN2023.0674.52
DropEdgeBackbone=vGCN2023.0674.07
GREA-REPAUGEncoder=GCN [12]2022.0673.77
U-NETSPOOLEncoder=GIN [37]2022.0673.75
vanillaBackbone=vGCN2023.0673.72
DropEdgeBackbone=vGIN2023.0672.97
FGWMixupBackbone=vGIN2023.0672.68
vanillaBackbone=vGIN2023.0672.61
STABLEGNNEncoder=GCN [12]2022.0672.18
STABLEGNNEncoder=GIN [37]2022.0672.18