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ResearchFormerly WizWand

Graph Classification on OGB-MOLHIV

0.8028ROC-AUCDIGRAF
0.7244880.7448190.765150.785481Jul 2, 2024
Updated 8mo ago

Evaluation results

MethodLinks
DIGRAFBackbone=GIN, Activation=DIGRAF2024.070.8028
DIGRAF (W/O ADAP.)Backbone=GIN, Activation=DIGRAF (W/O ADAP.)2024.070.7919
ReLUBackbone=GIN, Activation=ReLU2024.070.7558
TanhBackbone=GIN, Activation=Tanh2024.070.7522
IdentityBackbone=GIN, Activation=Identity2024.070.7512
ELUBackbone=GIN, Activation=ELU2024.070.7509
LeakyReLUBackbone=GIN, Activation=LeakyReLU2024.070.7475
GeLUBackbone=GIN, Activation=GeLU2024.070.7415
SigmoidBackbone=GIN, Activation=Sigmoid2024.070.7387
PReLUBackbone=GIN, Activation=PReLU2024.070.7356
GReLUBackbone=GIN, Activation=GReLU2024.070.7345
MaxBackbone=GIN, Activation=Max2024.070.7344
SwishBackbone=GIN, Activation=Swish2024.070.7295
MedianBackbone=GIN, Activation=Median2024.070.728
MaxoutBackbone=GIN, Activation=Maxout2024.070.7275