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SOTA
药物发现
Drug Discovery On Bindingdb
Drug Discovery On Bindingdb
评估指标
AUC
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
AUC
Paper Title
Repository
AttentionSiteDTI
0.9717
AttentionSiteDTI: an interpretable graph-based model for drug-target interaction prediction using NLP sentence-level relation classification
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GLAM
0.954
An adaptive graph learning method for automated molecular interactions and properties predictions
-
TransformerCPI
0.937
TransformerCPI: improving compound–protein interaction prediction by sequence-based deep learning with self-attention mechanism and label reversal experiments
-
DGraphDTA
0.921
Drug–target affinity prediction using graph neural network and contact maps
-
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Drug Discovery On Bindingdb | SOTA | HyperAI超神经