SOTAVerified

Protein Structure Prediction

Papers

Showing 7180 of 188 papers

TitleStatusHype
CPE-Pro: A Structure-Sensitive Deep Learning Method for Protein Representation and Origin EvaluationCode0
Proteins with alternative folds reveal blind spots in AlphaFold-based protein structure prediction0
pLDDT-Predictor: High-speed Protein Screening Using Transformer and ESM2Code0
Recent advances in interpretable machine learning using structure-based protein representations0
CrysAtom: Distributed Representation of Atoms for Crystal Property Prediction0
Technical Report of HelixFold3 for Biomolecular Structure Prediction0
Leveraging Deep Generative Model For Computational Protein Design And Optimization0
AlphaFolding: 4D Diffusion for Dynamic Protein Structure Prediction with Reference and Motion Guidance0
MultiMed: Massively Multimodal and Multitask Medical Understanding0
Dihedral Angle Adherence: Evaluating Protein Structure Predictions in the Absence of Experimental Data0
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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