SOTAVerified

Protein Structure Prediction

Papers

Showing 1–10 of 188 papers

TitleStatusHype
OpenProteinSet: Training data for structural biology at scaleCode4
Galactica: A Large Language Model for ScienceCode4
Robust deep learning based protein sequence design using ProteinMPNNCode3
Highly accurate protein structure prediction with AlphaFoldCode3
MegaFold: System-Level Optimizations for Accelerating Protein Structure Prediction ModelsCode2
Protein Large Language Models: A Comprehensive SurveyCode2
MotifBench: A standardized protein design benchmark for motif-scaffolding problemsCode2
PyMOLfold: Interactive Protein and Ligand Structure Prediction in PyMOLCode2
Training on test proteins improves fitness, structure, and function predictionCode2
SE(3) diffusion model with application to protein backbone generationCode2
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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