Therapeutics Data Commons on tdcommons

Metric: TDC.PPBR_AZ (higher is better)

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#	Model↕	TDC.PPBR_AZ▼	Extra Data	Paper	Date↕	Code
1	GCN	10.194	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code
2	AttrMasking	10.075	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code
3	MLP-RDKit2D	9.994	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code
4	AttentiveFP	9.373	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code
5	XGBoost	8.251	No	Accurate ADMET Prediction with XGBoost	2022-04-15	Code

#1GCNSOTA
10.194
TDC.PPBR_AZ· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code
#2AttrMasking
10.075
TDC.PPBR_AZ· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code
#3MLP-RDKit2D
9.994
TDC.PPBR_AZ· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code
#4AttentiveFP
9.373
TDC.PPBR_AZ· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code
#5XGBoost
8.251
TDC.PPBR_AZ· 2022-04-15
Accurate ADMET Prediction with XGBoost Code