TABLE 5.
Model test |
FCD (↓) |
SNN (↑) |
Frag (↑) |
Scaff (↑) |
|||||
Data | Model | Test | TestSF | Test | TestSF | Test | TestSF | Test | TestSF |
Aliphatic Rings | Mol-CycleGAN | 0.574 | 0.600 | 0.498 | 0.486 | 0.954 | 0.475 | 0.277 | 0.090 |
LA-CycleGAN | 0.568 | 0.600 | 0.502 a | 0.493 | 0.963 | 0.664 | 0.374 | 0.108 | |
Aromatic Rings | Mol-CycleGAN | 0.391 | 0.047 | 0.142 | 0.467 | 0.142 | 0.109 | 0.563 | 0.157 |
LA-CycleGAN | 0.361 | 0.046 | 0.481 | 0.471 | 0.166 | 0.471 | 0.577 | 0.199 | |
HBA | Mol-CycleGAN | 0.389 | 0.442 | 0.479 | 0.464 | 0.331 | 0.473 | 0.759 | 0.134 |
LA-CycleGAN | 0.382 | 0.417 | 0.479 | 0.468 | 0.347 | 0.514 | 0.799 | 0.141 | |
HBD | Mol-CycleGAN | 0.392 | 0.444 | 0.480 | 0.464 | 0.318 | 0.456 | 0.660 | 0.137 |
LA-CycleGAN | 0.384 | 0.330 | 0.480 | 0.468 | 0.328 | 0.486 | 0.689 | 0.137 |
aThe bolded data in Table 5 represents the best value for the column.