Table 3.

Comparison of segmentation performance on ISBI 2014 test dataset using DSC, TPRp, FPRp, and FNRo (DSC threshold = 0.7). The values are in the format of μ ± σ.

Method	DSC	TPRp	FPRp	FNRo
Tareef et al. [7]	0.89 ± 0.07	0.94 ± 0.07	0.005 ± 0.005	0.22 ± 0.24
Lee and Kim [16]	0.90 ± 0.08	0.88 ± 0.10	0.002 ± 0.002	0.14 ± 0.19
Lu et al. [4]	0.88 ± NA	0.92 ± NA	0.002 ± NA	0.21 ± NA
Wan et al. [13]	0.93 ± 0.04	0.93 ± 0.05	0.001 ± 0.002	0.11 ± 0.13
Liu et al. [8]	0.90 ± 0.07	0.91 ± 0.08	0.003 ± 0.005	0.28 ± 0.23
Our Mask RCNN	0.92 ± 0.02	0.90 ± 0.05	0.001 ± 0.0007	0.02 ± 0.06