SOTAVerified

Protein Structure Prediction

Papers

Showing 151–175 of 188 papers

TitleStatusHype
Mass spectrometry for semi-experimental protein structure determination and modeling—0
Predicting the real-valued distances between residue pairs for proteins—0
Universal Transforming Geometric NetworkCode0
A new hybrid genetic algorithm for protein structure prediction on the 2D triangular lattice—0
Seq-SetNet: Exploring Sequence Sets for Inferring Structures—0
AmoebaContact and GDFold: a new pipeline for rapid prediction of protein structures—0
FoldingZero: Protein Folding from Scratch in Hydrophobic-Polar Model—0
Dihedral angle prediction using generative adversarial networks—0
Preface to Introduction to Protein Structural Bioinformatics—0
How pairwise coevolutionary models capture the collective residue variability in proteinsCode0
Real-value and confidence prediction of protein backbone dihedral angles through a hybrid method of clustering and deep learning—0
Finding optimal finite biological sequences over finite alphabets: the OptiFin toolbox—0
Deep Learning for Computational Chemistry—0
Protein Secondary Structure Prediction Using Deep Multi-scale Convolutional Neural Networks and Next-Step Conditioning—0
DeepQA: Improving the estimation of single protein model quality with deep belief networks—0
Folding and Stabilization of Native-Sequence-Reversed Proteins—0
Simultaneous identification of specifically interacting paralogs and inter-protein contacts by Direct-Coupling Analysis—0
MUST-CNN: A Multilayer Shift-and-Stitch Deep Convolutional Architecture for Sequence-based Protein Structure PredictionCode0
3D RNA and functional interactions from evolutionary couplings—0
Protein single-model quality assessment by feature-based probability density functions—0
Guided macro-mutation in a graded energy based genetic algorithm for protein structure prediction—0
Evaluation of Protein Structural Models Using Random Forests—0
Variational Inference for Sparse and Undirected Models—0
Liquid-theory analogy of direct-coupling analysis of multiple-sequence alignment and its implications for protein structure prediction—0
Protein Structure Prediction by Protein Alignments—0
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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