SOTAVerified

Protein Structure Prediction

Papers

Showing 176188 of 188 papers

TitleStatusHype
HelixFold-Single: MSA-free Protein Structure Prediction by Using Protein Language Model as an AlternativeCode0
HelixFold: An Efficient Implementation of AlphaFold2 using PaddlePaddleCode0
Generating Tertiary Protein Structures via an Interpretative Variational AutoencoderCode0
Unsupervisedly Prompting AlphaFold2 for Few-Shot Learning of Accurate Folding Landscape and Protein Structure PredictionCode0
Deep Supervised and Convolutional Generative Stochastic Network for Protein Secondary Structure PredictionCode0
Ankh: Optimized Protein Language Model Unlocks General-Purpose ModellingCode0
APACE: AlphaFold2 and advanced computing as a service for accelerated discovery in biophysicsCode0
Exploring Post-Training Quantization of Protein Language ModelsCode0
An Efficient MCMC Approach to Energy Function Optimization in Protein Structure PredictionCode0
Reinforcement Learning for Molecular Dynamics Optimization: A Stochastic Pontryagin Maximum Principle ApproachCode0
CPE-Pro: A Structure-Sensitive Deep Learning Method for Protein Representation and Origin EvaluationCode0
Applying Deep Reinforcement Learning to the HP Model for Protein Structure PredictionCode0
Secondary Protein Structure Prediction Using Neural NetworksCode0
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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