SOTAVerified

Protein Structure Prediction

Papers

Showing 101110 of 188 papers

TitleStatusHype
Reinforcement Learning for Molecular Dynamics Optimization: A Stochastic Pontryagin Maximum Principle ApproachCode0
Protein Language Models and Structure Prediction: Connection and ProgressionCode1
Applying Deep Reinforcement Learning to the HP Model for Protein Structure PredictionCode0
Galactica: A Large Language Model for ScienceCode4
An Efficient MCMC Approach to Energy Function Optimization in Protein Structure PredictionCode0
Geometry-Complete Perceptron Networks for 3D Molecular GraphsCode1
E3Bind: An End-to-End Equivariant Network for Protein-Ligand Docking0
State-specific protein-ligand complex structure prediction with a multi-scale deep generative modelCode2
A Graph Neural Network Approach to Automated Model Building in Cryo-EM MapsCode1
Protein structure generation via folding diffusionCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GAL 125MValidation perplexity20.62Unverified
2GAL 1.3BValidation perplexity17.58Unverified
3GAL 6.7BValidation perplexity17.29Unverified
4GAL 30BValidation perplexity17.27Unverified
5GAL 120BValidation perplexity17.26Unverified
#ModelMetricClaimedVerifiedStatus
1GAL 125MValidation perplexity19.18Unverified
2GAL 1.3BValidation perplexity17.04Unverified
3GAL 6.7BValidation perplexity16.35Unverified
4GAL 30BValidation perplexity15.42Unverified
5GAL 120BValidation perplexity12.77Unverified
#ModelMetricClaimedVerifiedStatus
1GAL 125MValidation perplexity16.35Unverified
2GAL 1.3BValidation perplexity12.53Unverified
3GAL 6.7BValidation perplexity7.76Unverified
4GAL 30BValidation perplexity4.28Unverified
5GAL 120BValidation perplexity3.14Unverified
#ModelMetricClaimedVerifiedStatus
1GAL 125MValidation perplexity19.05Unverified
2GAL 1.3BValidation perplexity15.82Unverified
3GAL 6.7BValidation perplexity11.58Unverified
4GAL 30BValidation perplexity8.23Unverified
5GAL 120BValidation perplexity5.54Unverified