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Table 4 Comparisons of different methods on the S. cerevisiae test set

From: Structure-aware protein solubility prediction from sequence through graph convolutional network and predicted contact map

Solubility predictors

\({\text{R}}^{2}\)

GraphSol (ensemble)

0.372

GraphSol

0.358

ccSola

0.302

Protein-Sola

0.281

CamSola

0.160

DeepSola

0.090

ProGANb

0.084

  1. Italic values indicate the best performance of our single model and ensemble model, respectively
  2. aResults produced by [7]
  3. bResults produced by us