Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development

Benchmark Model Rank Results
molecular-property-prediction-on-bbbp-1AttrMasking#6ROC-AUC: 89.2
molecular-property-prediction-on-bbbp-1AttentiveFP#9ROC-AUC: 85.5
tdc-admet-benchmarking-group-on-tdcommonsMLP-RDKit2D#4TDC.Caco2_Wang: 0.393TDC.HIA_Hou: 0.972TDC.Pgp_Broccatelli: 0.918
tdc-admet-benchmarking-group-on-tdcommonsAttentiveFP#5TDC.Caco2_Wang: 0.401TDC.HIA_Hou: 0.974TDC.Pgp_Broccatelli: 0.892
tdc-admet-benchmarking-group-on-tdcommonsAttrMasking#6TDC.Caco2_Wang: 0.546TDC.HIA_Hou: 0.978TDC.Pgp_Broccatelli: 0.929
tdc-admet-benchmarking-group-on-tdcommonsGCN#7TDC.Caco2_Wang: 0.599TDC.HIA_Hou: 0.936TDC.Pgp_Broccatelli: 0.895