Table 3 The ablation study results obtained by attempting the removal of various components
Method | Test set 1 | Test set 2 | Combined set | |||
|---|---|---|---|---|---|---|
PCC\(\uparrow\) | MAE\(\downarrow\) | PCC\(\uparrow\) | MAE\(\downarrow\) | PCC\(\uparrow\) | MAE\(\downarrow\) | |
Standard | 0.641 | 1.64 | 0.625 | 1.51 | 0.633 | 1.57 |
Without PPI-Graphomer | 0.624 | 1.70 | 0.586 | 1.64 | 0.601 | 1.71 |
Without esm2 feature | 0.545 | 1.83 | 0.521 | 1.69 | 0.511 | 1.91 |
Without esm-if1 feature | 0.608 | 1.70 | 0.603 | 1.63 | 0.605 | 1.66 |