Therapeutics Data Commons on tdcommons

Metric: TDC.Pgp_Broccatelli (higher is better)

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#	Model↕	TDC.Pgp_Broccatelli▼	Extra Data	Paper	Date↕	Code
1	AttrMasking	0.929	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code
2	MLP-RDKit2D	0.918	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code
3	XGBoost	0.911	No	Accurate ADMET Prediction with XGBoost	2022-04-15	Code
4	GCN	0.895	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code
5	AttentiveFP	0.892	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code

#1AttrMaskingSOTA
0.929
TDC.Pgp_Broccatelli· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code
#2MLP-RDKit2D
0.918
TDC.Pgp_Broccatelli· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code
#3XGBoost
0.911
TDC.Pgp_Broccatelli· 2022-04-15
Accurate ADMET Prediction with XGBoost Code
#4GCN
0.895
TDC.Pgp_Broccatelli· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code
#5AttentiveFP
0.892
TDC.Pgp_Broccatelli· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code