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Molecular Property Prediction (Classification) on MoleculeNet Controlled Noise
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78.45
ROC-AUC (Control Avg)
MOLAR
54.894
61.0095
67.125
73.2405
Jun 16, 2026
ROC-AUC (Control Avg)
Updated 1mo ago
Evaluation Results
Method
Method
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ROC-AUC (Control Avg)
MOLAR
2026.06
78.45
MDFCL
2026.06
74.88
ProtoMol
2026.06
71.6
MMSG
2026.06
69.93
S-GCIB
2026.06
66.9
GROVE
2026.06
66.45
RTGNN
2026.06
65.05
TFR
2026.06
64.63
OMG
2026.06
64.55
Tri-SGD
2026.06
64.35
GIN
2026.06
63.75
GCN
2026.06
63.45
SmiSGT
2026.06
63.28
GraphCL
2026.06
63.1
SPORT
2026.06
62.2
Uni-Mol
2026.06
60.45
GAT
2026.06
55.8
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