Drug Discovery on tdcommons

Metric: TDC.VDss_Lombardo (higher is better)

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#	Model↕	TDC.VDss_Lombardo▼	Extra Data	Paper	Date↕	Code
1	XGBoost	0.612	No	Accurate ADMET Prediction with XGBoost	2022-04-15	Code
2	MLP-RDKit2D	0.561	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code
3	AttrMasking	0.559	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code
4	GCN	0.457	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code
5	AttentiveFP	0.241	No	Therapeutics Data Commons: Machine Learning Data...	2021-02-18	Code

#1XGBoostSOTA
0.612
TDC.VDss_Lombardo· 2022-04-15
Accurate ADMET Prediction with XGBoost Code
#2MLP-RDKit2DSOTA
0.561
TDC.VDss_Lombardo· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code
#3AttrMasking
0.559
TDC.VDss_Lombardo· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code
#4GCN
0.457
TDC.VDss_Lombardo· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code
#5AttentiveFP
0.241
TDC.VDss_Lombardo· 2021-02-18
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Code