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Molecular Property Classification on ClinTox (scaffold)

0.864ROC-AUC

Hi-GMAE-G

Updated 1mo ago

Evaluation Results

Method	Links
Hi-GMAE-G 2024.05		0.864
Hi-GMAE-F 2024.05		0.856
RGCL 2024.05		0.85
GraSPNet 2026.02		0.841
GraphMAE 2024.05		0.823
SimSGT 2026.02		0.82
JOAO 2024.05		0.813
UnifiedMol 2024.05		0.813
MGSSL 2026.02		0.807
GraphMAE 2026.02		0.805
APT 2023.11		0.799
JOAO 2026.02		0.796
GraphMVP 2023.11		0.791
GraphMVP 2024.05		0.791
Mole-BERT 2023.11		0.789
Mole-BERT 2024.05		0.789
GraphMAE2 2026.02		0.788
GraphMAE2 2024.05		0.788
ADGCL 2026.02		0.785
APT 2023.11		0.779
G-Motif 2023.11		0.777
GraphCL 2023.11		0.775
Attr mask 2026.02		0.775
AD-GCL 2023.11		0.772
Mole-BERT 2026.02		0.772
MGSSL 2023.11		0.771
TMCL 2023.11		0.77
GraphLOG 2026.02		0.769
GraphLog 2024.05		0.767
AD-GCL 2024.05		0.766
GraphMAE 2023.11		0.765
GraphCL 2024.05		0.76
GraphLoG 2023.11		0.757
TMCL 2023.11		0.756
SimGRACE 2023.11		0.755
GraphCL 2026.02		0.755
SimGRACE 2024.05		0.755
InfoGraph 2023.11		0.754
MAM 2023.11		0.751
MAM 2023.11		0.742
ContextPred 2023.11		0.74
AttrMask 2023.11		0.735
AttrMasking 2024.05		0.718
Infomax 2026.02		0.712
CP 2026.02		0.702
MAE 2026.02		0.701
Infomax 2024.05		0.699
GMT 2024.05		0.675
JOAO 2023.11		0.666
ContextPred 2024.05		0.659
GCN 2024.05		0.658
BGRL 2026.02		0.655
GraphGPS 2024.05		0.644
Hi-GMAE-G 2024.05		0.644
EdgePred 2023.11		0.641
3D InfoMax 2023.11		0.627
No Pre-train 2026.02		0.626
SAGPool 2024.05		0.62
TMCL 2023.11		0.611
G-Contextual 2023.11		0.606
S2GAE 2026.02		0.596
GAT 2024.05		0.585
No pretrain 2023.11		0.584
GPT-GNN 2023.11		0.583
Hi-GMAE-F 2024.05		0.564