Table A2.
F1-score values of the algorithms for different PSNR values of adversative noise (Neuroblastoma).
F1-score | 100.0 | 40.1 | 32.7 | 26.9 | 21.1 | 15.7 |
Neuronal Alg. | 0.805 | 0.808 | 0.802 | 0.785 | 0.739 | 0.683 |
UNetRNet34 | 0.815 | 0.678 | 0.623 | 0.523 | 0.297 | 0.111 |
KG network | 0.796 | 0.787 | 0.754 | 0.688 | 0.435 | 0.047 |
Mask R-CNN | 0.787 | 0.755 | 0.695 | 0.606 | 0.457 | 0.287 |
UNet DAug. | 0.8229 | 0.7918 | 0.7648 | 0.6812 | 0.2662 | 0.1421 |
KG DAug. | 0.8092 | 0.7976 | 0.7497 | 0.6688 | 0.4491 | 0.1751 |