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HyperAI超神经

Tdc Admet Benchmarking Group On Tdcommons

评估指标

TDC.Caco2_Wang

评测结果

各个模型在此基准测试上的表现结果

模型名称	TDC.Caco2_Wang	Paper Title	Repository
MapLight	0.276	ADMET property prediction through combinations of molecular fingerprints	-
AttentiveFP	0.401	Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development	-
Galactica-GAL-120B	-	Galactica: A Large Language Model for Science	-
Galactica-GAL-125M	-	Galactica: A Large Language Model for Science	-
XGBoost	0.288	Accurate ADMET Prediction with XGBoost	-
AttrMasking	0.546	Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development	-
GCN	0.599	Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development	-
Galactica-GAL-30B	-	Galactica: A Large Language Model for Science	-
MLP-RDKit2D	0.393	Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development	-
Galactica-GAL-6.7B	-	Galactica: A Large Language Model for Science	-
DeepMol	0.297	DeepMol: An Automated Machine and Deep Learning Framework for Computational Chemistr
Galactica-GAL-1.3B	-	Galactica: A Large Language Model for Science	-

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