SOTAVerified

Protein-Ligand Affinity Prediction

Papers

Showing 18 of 8 papers

TitleStatusHype
BAPULM: Binding Affinity Prediction using Language ModelsCode0
PLAPT: Protein-Ligand Binding Affinity Prediction Using Pretrained TransformersCode2
Protein-ligand binding representation learning from fine-grained interactions0
Efficient and Accurate Physics-aware Multiplex Graph Neural Networks for 3D Small Molecules and Macromolecule ComplexesCode1
High Performance of Gradient Boosting in Binding Affinity Prediction0
Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding AffinityCode1
A Point Cloud-Based Deep Learning Strategy for Protein-Ligand Binding Affinity Prediction0
ResAtom System: Protein and Ligand Affinity Prediction Model Based on Deep LearningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GraphDTARMSE1.56Unverified
2DimeNetRMSE1.45Unverified
3LightGBMRMSE1.32Unverified
4SIGNRMSE1.32Unverified
5PAMNetRMSE1.26Unverified
6PLAPTRMSE1.21Unverified
#ModelMetricClaimedVerifiedStatus
1LightGBMRMSE1.73Unverified
2PLAPTRMSE1.35Unverified