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Molecular Property Prediction on MoleculeNet SIDER (test)
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84.3
ROC-AUC (%)
SPD-Sheaf
55.908
63.279
70.65
78.021
Apr 22, 2026
ROC-AUC (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
ROC-AUC (%)
SPD-Sheaf
2026.04
84.3
EGNN
2026.04
83.2
Mol-GDL
2026.04
83.1
SchNet
2026.04
83.1
SMPT
2026.04
67.6
GEM
2026.04
67.2
N-Gram
Classifier=RF
2026.04
66.8
Uni-Mol
2026.04
65.9
N-Gram
Classifier=XGB
2026.04
65.5
GROVE
Model Variant=large
2026.04
65.4
GROVE
Model Variant=base
2026.04
64.8
GraphMVP
2026.04
63.9
PretrainGNN
2026.04
62.7
AttentiveFP
2026.04
60.6
MolCLR
2026.04
58.9
D-MPNN
2026.04
57
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