SOTAVerified

Protein Structure Prediction

Papers

Showing 101125 of 188 papers

TitleStatusHype
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
Variational Inference for Sparse and Undirected Models0
"Weak AI" is Likely to Never Become "Strong AI", So What is its Greatest Value for us?0
Multiscale guidance of AlphaFold3 with heterogeneous cryo-EM data0
What is an equivariant neural network?0
3D RNA and functional interactions from evolutionary couplings0
AlphaFolding: 4D Diffusion for Dynamic Protein Structure Prediction with Reference and Motion Guidance0
6DCNN with roto-translational convolution filters for volumetric data processing0
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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