SOTAVerified

Protein Structure Prediction

Papers

Showing 101–125 of 188 papers

TitleStatusHype
A Comprehensive Review of Generative AI in Healthcare—0
APACE: AlphaFold2 and advanced computing as a service for accelerated discovery in biophysicsCode0
FFF: Fragments-Guided Flexible Fitting for Building Complete Protein Structures—0
Artificial intelligence-aided protein engineering: from topological data analysis to deep protein language models—0
Thermodynamics of Protein Folding—0
Structural Property Prediction—0
Structure Alignment—0
Introduction to Protein Folding—0
Introduction to Protein Structure—0
Function Prediction—0
Data Resources for Structural Bioinformatics—0
Molecular Dynamics—0
Monte Carlo for Protein Structures—0
Internal-Coordinate Density Modelling of Protein Structure: Covariance Matters—0
Beating the Best: Improving on AlphaFold2 at Protein Structure Prediction—0
Ankh: Optimized Protein Language Model Unlocks General-Purpose ModellingCode0
FFF: Fragment-Guided Flexible Fitting for Building Complete Protein Structures—0
On How AI Needs to Change to Advance the Science of Drug Discovery—0
Protein Structure Prediction until CASP15—0
Reinforcement Learning for Molecular Dynamics Optimization: A Stochastic Pontryagin Maximum Principle ApproachCode0
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 Docking—0
Secondary Protein Structure Prediction Using Neural NetworksCode0
Unsupervisedly Prompting AlphaFold2 for Few-Shot Learning of Accurate Folding Landscape and Protein Structure PredictionCode0
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Benchmark Results

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