Skip to main content
. 2024 Jan 26;15(2):1115–1131. doi: 10.1364/BOE.513619

Table 2. Ablation experiment results over our dataset.

Network Module Metrics

SE CAM GRU Precision Dice Accuracy Jaccard IOU
Baseline       52.6 ± 11.72 67.75 ± 11.77 97.03 ± 1.51 52.26 ± 11.69 52.27 ± 11.67
Model 1     55.54 ± 15.26 69.81 ± 14.77 97.62 ± 0.92 55.33 ± 15.2 55.34 ± 15.19
Model 2     60.19 ± 13.36 73.25 ± 12.77 97.90 ± 0.99 59.12 ± 13.4 59.13 ± 13.39
Model 3     66.49 ± 14.9 77.33 ± 13.17 98.42 ± 0.81 64.63 ± 15.05 64.64 ± 15.03

Model 4   66.55 ± 15.76 77.53 ± 14.83 98.44 ± 0.81 65.18 ± 15.65 65.19 ± 15.63
Model 5   68.76 ± 15.16 77.94 ± 12.71 98.47 ± 0.75 73.44 ± 12.36 65.29 ± 13.81
Model 6   60.18 ± 13.19 76.43 ± 10.37 98.9 ± 0.86 67.11 ± 13.24 62.13 ± 13.25

Model 7 85.7 ± 11.56 89.12 ± 11.87 99.42 ± 0.42 81.45 ± 11.55 81.85 ± 13.77