SOTAVerified

Protein Structure Prediction

Papers

Showing 131140 of 188 papers

TitleStatusHype
MAS2HP: A Multi Agent System to Predict Protein Structure in 2D HP modelCode0
Capturing the geometry, function, and evolution of enzymes with 3D templates0
Numeric Lyndon-based feature embedding of sequencing reads for machine learning approaches0
Proteome-scale Deployment of Protein Structure Prediction Workflows on the Summit Supercomputer0
Structure determination0
6DCNN with roto-translational convolution filters for volumetric data processing0
An Automated Global Method for Extraction of Distance Distributions from Electron Spin Resonance Pulsed Dipolar Signals0
Protein sequence-to-structure learning: Is this the end(-to-end revolution)?0
EBM-Fold: Fully-Differentiable Protein Folding Powered by Energy-based Models0
tFold-TR: Combining Deep Learning Enhanced Hybrid Potential Energy for Template-Based Modeling Structure Refinement0
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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