SOTAVerified

Protein Structure Prediction

Papers

Showing 3140 of 188 papers

TitleStatusHype
Applications of Knot Theory for the Improvement of the AlphaFold Protein Database0
Training on test proteins improves fitness, structure, and function predictionCode2
Ratio law: mathematical descriptions for a universal relationship between AI performance and input samples0
Beyond Current Boundaries: Integrating Deep Learning and AlphaFold for Enhanced Protein Structure Prediction from Low-Resolution Cryo-EM Maps0
FoldMark: Protecting Protein Generative Models with WatermarkingCode1
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
DeepProtein: Deep Learning Library and Benchmark for Protein Sequence LearningCode1
Recent advances in interpretable machine learning using structure-based protein representations0
Show:102550
← PrevPage 4 of 19Next →

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