SOTAVerified

Protein Structure Prediction

Papers

Showing 111120 of 188 papers

TitleStatusHype
Secondary Protein Structure Prediction Using Neural NetworksCode0
Unsupervisedly Prompting AlphaFold2 for Few-Shot Learning of Accurate Folding Landscape and Protein Structure PredictionCode0
HelixFold-Single: MSA-free Protein Structure Prediction by Using Protein Language Model as an Alternative0
HelixFold: An Efficient Implementation of AlphaFold2 using PaddlePaddle0
PSP: Million-level Protein Sequence Dataset for Protein Structure PredictionCode0
Direct Generation of Protein Conformational Ensembles via Machine Learning0
PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence UnderstandingCode1
Robust deep learning based protein sequence design using ProteinMPNNCode3
What is an equivariant neural network?0
MAS2HP: A Multi Agent System to Predict Protein Structure in 2D HP modelCode0
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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