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Tdc Admet Benchmarking Group
Tdc Admet Benchmarking Group On Tdcommons
Tdc Admet Benchmarking Group On Tdcommons
Metrics
TDC.Caco2_Wang
Results
Performance results of various models on this benchmark
Columns
Model Name
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
0 of 12 row(s) selected.
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