Table 4 Test results for the HarDNet-CWS models with averaged prediction masks. i - default value of GRF power spectrum integer component; IoU - intersection over union; DSC - Dice similarity coefficient; FPE - false positive error; FNE - false negative error; DOB - date of birth; Gen - gender, HDD - health and disability decile. Note that no pretraining, augmentation, or post-processing was used in these experiments.
Metadata | i | IoU | DSC | FPE | FNE |
|---|---|---|---|---|---|
DOB+Gen+HDD | 2 | 0.4899 | 0.6128 | 0.0199 | 0.3209 |
DOB+Gen+HDD | 5 | 0.4841 | 0.6079 | 0.0199 | 0.3192 |
DOB+Gen+HDD | 2 & 5 | 0.4897 | 0.6122 | 0.0254 | 0.3171 |