SOTAVerified

Protein Structure Prediction

Papers

Showing 110 of 188 papers

TitleStatusHype
Galactica: A Large Language Model for ScienceCode4
OpenProteinSet: Training data for structural biology at scaleCode4
Robust deep learning based protein sequence design using ProteinMPNNCode3
Highly accurate protein structure prediction with AlphaFoldCode3
MotifBench: A standardized protein design benchmark for motif-scaffolding problemsCode2
ProteinBERT: a universal deep-learning model of protein sequence and functionCode2
State-specific protein-ligand complex structure prediction with a multi-scale deep generative modelCode2
Distribution-Free, Risk-Controlling Prediction SetsCode2
FastFold: Reducing AlphaFold Training Time from 11 Days to 67 HoursCode2
MegaFold: System-Level Optimizations for Accelerating Protein Structure Prediction ModelsCode2
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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