Molecular property prediction
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
98.4AUC
18
Mar 27, 2026
66.39AUPRC
18
Feb 26, 2026
73.9Overall ROC-AUC
17
Jun 18, 2026
78.45ROC-AUC (Control Avg)
17
Jun 18, 2026
71.3Natural Avg ROC-AUC
17
Jun 18, 2026
1.48RMSE
17
May 21, 2026
0.782ROC AUC
17
Feb 26, 2026
0.984ROC-AUC
16
Jun 25, 2026
80.1ROC-AUC
16
Apr 23, 2026
84.3ROC-AUC (%)
16
Apr 23, 2026
99.4ROC-AUC
16
Apr 23, 2026
89ROC-AUC
16
Apr 23, 2026
0.01QM8 MAE
16
Apr 29, 2026
0.687RMSE
15
Mar 26, 2026
75.9BBBP Accuracy
14
May 11, 2026
0.774ESOL Error
14
May 11, 2026
77.88ROC-AUC
14
Mar 26, 2026
84.51AUPRC (R<0.2)
14
Mar 25, 2026
98.66AUPRC (R<0.2)
14
Mar 25, 2026
94.52AUPRC (R<0.2)
14
Mar 25, 2026
99.15AUPRC (R<0.2)
14
Mar 25, 2026
89.76AUPRC @ R<0.2
14
Mar 25, 2026
98.45AUPRC (R<0.2)
14
Mar 25, 2026
99.87AUPRC (R<0.2)
14
Mar 25, 2026
96.88AUPRC @ R<0.2
14
Mar 25, 2026