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Graph Classification on MOLTOX21

0.7719ROC-AUC

GIN + GRANOLA

Updated 4d ago

Evaluation Results

Method	Links
GIN + GRANOLA 2024.04		0.7719
DIGRAF 2024.07		0.7703
SAGMM 2025.11		0.7658
DIGRAF (W/O ADAP.) 2024.07		0.7637
GIN + GRANOLA-NO-RNF 2024.04		0.7587
GraphSAGE 2025.11		0.7564
DA-MoE 2025.11		0.7559
Max 2024.07		0.755
GMoE-GCN 2025.11		0.7545
GReLU 2024.07		0.7533
GCN 2025.11		0.7529
GIN + BatchNorm + RNF-PE 2024.04		0.7514
Maxout 2024.07		0.7514
GIN + RNF-NORM 2024.04		0.7512
GIN + SuperNorm 2024.04		0.7508
ELU 2024.07		0.7508
GIN + LayerNorm-graph 2024.04		0.7503
GIN + MeanSubtractionNorm 2024.04		0.7498
Tanh 2024.07		0.7493
GIN + BatchNorm 2024.04		0.7491
ReLU 2024.07		0.7491
GIN + LayerNorm-node 2024.04		0.7481
LeakyReLU 2024.07		0.746
Identity 2024.07		0.7451
PReLU 2024.07		0.7451
GIN + DiffGroupNorm 2024.04		0.7448
Median 2024.07		0.7439
GAT 2025.11		0.7436
GIN 2025.11		0.743
GeLU 2024.07		0.7429
GIN + GraphSizeNorm 2024.04		0.7407
GIN + InstanceNorm 2024.04		0.7382
GIN + GraphNorm 2024.04		0.7354
GIN + Identity 2024.04		0.7334
Swish 2024.07		0.7331
GIN + PairNorm 2024.04		0.7327
GIN + NodeNorm 2024.04		0.7327
Sigmoid 2024.07		0.6915