SOTAVerified

Protein Structure Prediction

Papers

Showing 126150 of 188 papers

TitleStatusHype
DeepFoldit -- A Deep Reinforcement Learning Neural Network Folding Proteins0
Deep Learning applications for COVID-190
Deep Learning for Computational Chemistry0
Deep Learning in Computational Biology: Advancements, Challenges, and Future Outlook0
DeepQA: Improving the estimation of single protein model quality with deep belief networks0
Deep Reinforcement Learning for Modelling Protein Complexes0
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
Reimagining Target-Aware Molecular Generation through Retrieval-Enhanced Aligned Diffusion0
Seq-SetNet: Exploring Sequence Sets for Inferring Structures0
SGNet: Folding Symmetrical Protein Complex with Deep Learning0
Simultaneous identification of specifically interacting paralogs and inter-protein contacts by Direct-Coupling Analysis0
Sparse, guided feature connections in an Abstract Deep Network0
Structural Property Prediction0
Structure Alignment0
Structure determination0
Technical Report of HelixFold3 for Biomolecular Structure Prediction0
tFold-TR: Combining Deep Learning Enhanced Hybrid Potential Energy for Template-Based Modeling Structure Refinement0
The curious case of A31P, a topology-switching mutant of the Repressor of Primer protein : A molecular dynamics study of its folding and misfolding0
The prospects of quantum computing in computational molecular biology0
Thermodynamics of Protein Folding0
TOPO: Improving remote homologue recognition via identifying common protein structure framework0
Transformers in Protein: A Survey0
Understanding Biology in the Age of Artificial Intelligence0
Unfolding AlphaFold's Bayesian Roots in Probability Kinematics0
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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