Therapeutics Data Commons on tdcommons

Metric: TDC.Half_Life_Obach (higher is better)

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#	Model↕	TDC.Half_Life_Obach▼	Extra Data	Paper	Date↕	Code
1	XGBoost	0.396	No	Accurate ADMET Prediction with XGBoost	2022-04-15	Code
2	GCN	0.239	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code
3	MLP-RDKit2D	0.184	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code
4	AttrMasking	0.151	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code
5	AttentiveFP	0.085	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code

#1XGBoostSOTA
0.396
TDC.Half_Life_Obach· 2022-04-15
Accurate ADMET Prediction with XGBoost Code
#2GCNSOTA
0.239
TDC.Half_Life_Obach· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code
#3MLP-RDKit2D
0.184
TDC.Half_Life_Obach· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code
#4AttrMasking
0.151
TDC.Half_Life_Obach· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code
#5AttentiveFP
0.085
TDC.Half_Life_Obach· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code