Drug Discovery on tdcommons

Metric: TDC.Clearance_Microsome_AZ (higher is better)

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#	Model↕	TDC.Clearance_Microsome_AZ▼	Extra Data	Paper	Date↕	Code
1	MLP-RDKit2D	0.586	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code
2	AttrMasking	0.585	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code
3	GCN	0.532	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code
4	XGBoost	0.42	No	Accurate ADMET Prediction with XGBoost	2022-04-15	Code
5	AttentiveFP	0.365	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code

#1MLP-RDKit2DSOTA
0.586
TDC.Clearance_Microsome_AZ· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code
#2AttrMasking
0.585
TDC.Clearance_Microsome_AZ· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code
#3GCN
0.532
TDC.Clearance_Microsome_AZ· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code
#4XGBoost
0.42
TDC.Clearance_Microsome_AZ· 2022-04-15
Accurate ADMET Prediction with XGBoost Code
#5AttentiveFP
0.365
TDC.Clearance_Microsome_AZ· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code