SOTAVerified

Protein Structure Prediction

Papers

Showing 6170 of 188 papers

TitleStatusHype
Unsupervisedly Prompting AlphaFold2 for Few-Shot Learning of Accurate Folding Landscape and Protein Structure PredictionCode0
Exploring Post-Training Quantization of Protein Language ModelsCode0
Generating Tertiary Protein Structures via an Interpretative Variational AutoencoderCode0
Human Genome Book: Words, Sentences and ParagraphsCode0
PDB-Struct: A Comprehensive Benchmark for Structure-based Protein DesignCode0
Dihedral angle prediction using generative adversarial networks0
Dihedral Angle Adherence: Evaluating Protein Structure Predictions in the Absence of Experimental Data0
A Survey of Deep Learning Methods in Protein Bioinformatics and its Impact on Protein Design0
Artificial intelligence-aided protein engineering: from topological data analysis to deep protein language models0
AIS-INMACA: A Novel Integrated MACA Based Clonal Classifier for Protein Coding and Promoter Region Prediction0
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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