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Graph Classification on MOLBACE

0.8037ROC AUC

DIGRAF

Updated 4d ago

Evaluation Results

Method	Links
DIGRAF 2024.07		0.8037
GIN + GRANOLA 2024.04		0.7992
DIGRAF (W/O ADAP.) 2024.07		0.789
GIN + RNF-NORM 2024.04		0.7796
Median 2024.07		0.7726
Swish 2024.07		0.7723
GIN + LayerNorm-node 2024.04		0.7712
Max 2024.07		0.7704
Maxout 2024.07		0.7683
GIN + LayerNorm-graph 2024.04		0.7649
GIN + MeanSubtractionNorm 2024.04		0.7636
GIN + GRANOLA-NO-RNF 2024.04		0.7623
GIN + GraphSizeNorm 2024.04		0.7618
PReLU 2024.07		0.7616
ELU 2024.07		0.761
GIN + DiffGroupNorm 2024.04		0.7596
GIN + NodeNorm 2024.04		0.7567
GeLU 2024.07		0.7559
GReLU 2024.07		0.7517
GIN + SuperNorm 2024.04		0.7512
GIN + PairNorm 2024.04		0.7511
Tanh 2024.07		0.7492
GIN + InstanceNorm 2024.04		0.7486
GIN + BatchNorm + RNF-PE 2024.04		0.7428
LeakyReLU 2024.07		0.734
GIN + GraphNorm 2024.04		0.7323
GIN + BatchNorm 2024.04		0.7297
ReLU 2024.07		0.7297
Identity 2024.07		0.7269
GIN + Identity 2024.04		0.7255
Sigmoid 2024.07		0.687