SOTAVerified

Protein Structure Prediction

Papers

Showing 11–20 of 188 papers

TitleStatusHype
MegaFold: System-Level Optimizations for Accelerating Protein Structure Prediction ModelsCode2
Protein Large Language Models: A Comprehensive SurveyCode2
FastFold: Reducing AlphaFold Training Time from 11 Days to 67 HoursCode2
SE(3) diffusion model with application to protein backbone generationCode2
Distribution-Free, Risk-Controlling Prediction SetsCode2
FoldMark: Protecting Protein Generative Models with WatermarkingCode1
Enhancing the Protein Tertiary Structure Prediction by Multiple Sequence Alignment GenerationCode1
Accurate Protein Structure Prediction by Embeddings and Deep Learning RepresentationsCode1
ExplainableFold: Understanding AlphaFold Prediction with Explainable AICode1
Generating Novel, Designable, and Diverse Protein Structures by Equivariantly Diffusing Oriented Residue CloudsCode1
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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