SOTAVerified

Protein Structure Prediction

Papers

Showing 111120 of 188 papers

TitleStatusHype
Artificial intelligence-aided protein engineering: from topological data analysis to deep protein language models0
A Survey of Deep Learning Methods in Protein Bioinformatics and its Impact on Protein Design0
AutoLoop: a novel autoregressive deep learning method for protein loop prediction with high accuracy0
Beating the Best: Improving on AlphaFold2 at Protein Structure Prediction0
Benchmarking AlphaFold3's protein-protein complex accuracy and machine learning prediction reliability for binding free energy changes upon mutation0
Beyond Current Boundaries: Integrating Deep Learning and AlphaFold for Enhanced Protein Structure Prediction from Low-Resolution Cryo-EM Maps0
Capturing the geometry, function, and evolution of enzymes with 3D templates0
CENTS: Generating synthetic electricity consumption time series for rare and unseen scenarios0
Cognitio Emergens: Agency, Dimensions, and Dynamics in Human-AI Knowledge Co-Creation0
Computational Protein Science in the Era of Large Language Models (LLMs)0
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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