Therapeutics Data Commons on tdcommons

Metric: TDC.CYP3A4_Inhibition_Veith (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	TDC.CYP3A4_Inhibition_Veith▼	Extra Data	Paper	Date↕	Code
1	AttrMasking	0.902	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code
2	AttentiveFP	0.851	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code
3	GCN	0.84	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code
4	MLP-RDKit2D	0.829	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code
5	XGBoost	0.721	No	Accurate ADMET Prediction with XGBoost	2022-04-15	Code

#1AttrMaskingSOTA
0.902
TDC.CYP3A4_Inhibition_Veith· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code
#2AttentiveFP
0.851
TDC.CYP3A4_Inhibition_Veith· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code
#3GCN
0.84
TDC.CYP3A4_Inhibition_Veith· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code
#4MLP-RDKit2D
0.829
TDC.CYP3A4_Inhibition_Veith· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code
#5XGBoost
0.721
TDC.CYP3A4_Inhibition_Veith· 2022-04-15
Accurate ADMET Prediction with XGBoost Code