SOTAVerified

Protein Structure Prediction

Papers

Showing 161170 of 188 papers

TitleStatusHype
Protein Structure Prediction in the 3D HP Model Using Deep Reinforcement Learning0
Protein Structure Prediction until CASP150
Proteins with alternative folds reveal blind spots in AlphaFold-based protein structure prediction0
Proteome-scale Deployment of Protein Structure Prediction Workflows on the Summit Supercomputer0
PSMACA: An Automated Protein Structure Prediction Using MACA (Multiple Attractor Cellular Automata)0
Ratio law: mathematical descriptions for a universal relationship between AI performance and input samples0
Real-value and confidence prediction of protein backbone dihedral angles through a hybrid method of clustering and deep learning0
Recent advances in interpretable machine learning using structure-based protein representations0
PDB-Struct: A Comprehensive Benchmark for Structure-based Protein DesignCode0
MUST-CNN: A Multilayer Shift-and-Stitch Deep Convolutional Architecture for Sequence-based Protein Structure PredictionCode0
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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