TABLE III:
Quantitative results obtained from the different methods on the de novo labeled dataset. The best result is shown in bold. The individual C, A, and L values are listed parenthetically.
Methods | AUC ROC | AUC PR | Max DC | CAL (C, A, L) |
---|---|---|---|---|
SFAT [15] | - | - | 0.559 | 0.328 (0.999, 0.664, 0.495) |
MSMA [1] | - | - | 0.644 | 0.409 (0.999, 0.713, 0.574) |
VDGAN [3] | 0.954 | 0.849 | 0.747 | 0.710 (0.981, 0.871, 0.832) |
Prop. + UNet | 0.958 | 0.852 | 0.756 | 0.726 (0.986, 0.881, 0.836) |
Prop. + NestUNet | 0.955 | 0.855 | 0.761 | 0.687 (0.983, 0.846, 0.825) |
Prop. + GAN | 0.951 | 0.861 | 0.768 | 0.732 (0.995, 0.879, 0.837) |