MUV
Benchmarks
TaskDatasetSOTA resultTrendResults
MUV
0.85ROC-AUC
95
MUV (test)
84.67ROC-AUC
93
MUV 50-shot (test)
0.687ROC-AUC
40
MUV MoleculeNet (test)
33.52AUPRC
27
MUV full-shot (test)
0.847ROC-AUC
25
MUV
78.03ROC AUC
19
MUV 100-shot (test)
0.67ROC-AUC
15
MUV Large-scale (test)
99.66CA
10
MUV scaffold (test)
14.9PRC-AUC
10
MUV MoleculeNet random (train val test)
0.798ROC-AUC
9
MUV MoleculeNet (test)
100Validity
7
MUV (5-fold cross-val)
6.31Construction Time (s)
7
MUV
5Top-1 Count
6