List your company
ResearchFormerly WizWand

Classification on molbbbp OGB

81.03ROC-AUCAIA
55.612462.211268.8175.4088Jun 10, 2021Sep 3, 2021Nov 28, 2021Feb 21, 2022May 18, 2022Aug 11, 2022Nov 5, 2022
Updated 8mo ago

Evaluation results

MethodLinks
AIAType=Graph Augmentation2022.1181.03
CALType=Graph Generalization2022.1179.5
OOD-GNNType=Graph Generalization2022.1179.48
GroupDROType=General Generalization2022.1179.27
FLAGType=Graph Augmentation2022.1179.26
M-MixupType=Graph Augmentation2022.1178.92
VRExType=General Generalization2022.1178.76
G-MixupType=Graph Augmentation2022.1178.55
DropEdgeType=Graph Augmentation2022.1178.32
ERMType=General Generalization2022.1178.29
IRMType=General Generalization2022.1177.56
StableGNNType=Graph Generalization2022.1177.47
GREAType=Graph Augmentation2022.1177.34
DIRType=Graph Generalization2022.1176.4
GSATType=Graph Generalization2022.1175.63
AD-GCL-OPTDownstream Classifier=Logistic Regression + L22021.0669.54
AD-GCL-FIXDownstream Classifier=Logistic Regression + L22021.0668.24
GraphCLDownstream Classifier=Logistic Regression + L22021.0668.22
F-GINDownstream Classifier=Logistic Regression + L2, Supervision=Fully supervised2021.0668.17
NAD-GCL-OPTDownstream Classifier=Logistic Regression + L22021.0667.7
InfoGraphDownstream Classifier=Logistic Regression + L22021.0666.33
NAD-GCL-FIXDownstream Classifier=Logistic Regression + L22021.0666.12
CIGAType=Graph Generalization2022.1165.98
RU-GINDownstream Classifier=Logistic Regression + L22021.0664.48
DisCType=Graph Generalization2022.1156.59