SOTAVerified

Protein Structure Prediction

Papers

Showing 121130 of 188 papers

TitleStatusHype
Applying Deep Reinforcement Learning to the HP Model for Protein Structure PredictionCode0
An Efficient MCMC Approach to Energy Function Optimization in Protein Structure PredictionCode0
E3Bind: An End-to-End Equivariant Network for Protein-Ligand Docking0
Secondary Protein Structure Prediction Using Neural NetworksCode0
Unsupervisedly Prompting AlphaFold2 for Few-Shot Learning of Accurate Folding Landscape and Protein Structure PredictionCode0
HelixFold-Single: MSA-free Protein Structure Prediction by Using Protein Language Model as an Alternative0
HelixFold: An Efficient Implementation of AlphaFold2 using PaddlePaddle0
PSP: Million-level Protein Sequence Dataset for Protein Structure PredictionCode0
Direct Generation of Protein Conformational Ensembles via Machine Learning0
What is an equivariant neural network?0
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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