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Table 6 Performance comparisons with SOTA methods on the S. cerevisiae dataset

From: HybridGCN for protein solubility prediction with adaptive weighting of multiple features

Solubility predictors

\(R^2\)

ProGAN

0.084

DeepSol

0.090

Protein-Sol

0.281

ccSol

0.302

GraphSOLSingle

0.358

GraphSOLEnsemble

0.372

OursSingle

0.378

OursEnsemble

0.390

  1. The best value is marked in bold