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. 2024 Jan 16;37(1):374–385. doi: 10.1007/s10278-023-00931-9

Table 3.

Quantitative comparisons with previous state-of-the-art approaches on validation and test sets. Data are present as mean (standard deviation) (n = 5)

Methods Validation set Test set
DSC (%) HD (mm) ASSD (mm) DSC (%) HD (mm) ASSD (mm)
AffinityNet 72.7 (2.45) ** 69.1 (4.68) ** 21.6 (1.81) ** 73.5 (1.47) * 58.1 (0.43) ** 20.4 (1.46) **
SEAM 75.2 (2.30) ** 52.8 (0.97) ** 16.9 (2.86) ** 75.6 (4.56) * 56.7 (0.60) ** 17.6 (5.10) **
Puzzle-CAM 76.8 (4.09) * 49.7 (1.54) ** 13.6 (0.94) * 77.0 (0.93) * 41.5 (2.48) ** 15.6 (5.04) *
ReCAM 78.8 (3.56) 45.5 (3.16) ** 12.2 (2.82) 78.2 (2.42) 43.9 (3.18) ** 12.1 (1.47)
L2G 81.0 (6.17) 37.4 (2.69) 11.1 (0.65) 81.1 (3.47) 36.3 (2.29) ** 9.62 (8.51)
Ours 82.8 (0.96) 34.7 (2.14) 10.5 (2.56) 83.5 (5.33) 29.3 (3.26) 8.83 (4.21)

*represents a significant difference between the previous and proposed methods (p-value < 0.05); **represents a very significant difference between the previous and proposed methods (p-value < 0.01)