Table 7.
Test results for each Inception model.
Metric | InceptionNearest | InceptionBilinear | InceptionBicubic | InceptionLanczos | InceptionSRCNN | InceptionSRGAN |
---|---|---|---|---|---|---|
PPV (precision) | 0.714 | 0.635 | 0.762 | 0.654 | 0.683 | 0.724 |
Sensitivity (recall) | 0.962 | 0.904 | 0.923 | 0.981 | 0.827 | 0.808 |
Specificity | 0.615 | 0.481 | 0.711 | 0.481 | 0.615 | 0.692 |
NPV | 0.941 | 0.833 | 0.902 | 0.962 | 0.780 | 0.783 |
AUC-ROC curve | 0.811 | 0.756 | 0.860 | 0.873 | 0.817 | 0.824 |
AUC-PR curve | 0.824 | 0.718 | 0.847 | 0.867 | 0.818 | 0.806 |