Table 2 Prediction performance on Davis dataset
From: SubMDTA: drug target affinity prediction based on substructure extraction and multi-scale features
Model | MSE | CI | \(r_m^2\) |
|---|---|---|---|
KronRLS | 0.379 | 0.871 | 0.407 |
SimBoost | 0.282 | 0.872 | 0.644 |
DeepDTA | 0.261 | 0.878 | 0.630 |
WideDTA | 0.262 | 0.886 | 0.633 |
MATT_DTI | 0.229 | 0.890 | 0.682 |
DeepGS | 0.252 | 0.882 | 0.686 |
AttentionDTA | 0.245 | 0.887 | 0.657 |
GraphDTA | 0.229 | 0.893 | 0.649 |
DeepGLSTM | 0.232 | 0.895 | 0.680 |
SubMDTA | 0.218 | 0.894 | 0.719 |