Table 2.
Methods | U-Net | Attention U-Net | CE-Net | UNet++ | CPF-Net | Res-U-Net | Dense-U-Net | SECP-Net | |
---|---|---|---|---|---|---|---|---|---|
Organs | |||||||||
Temporal Lobe_L | 86.55 ± 0.51 | 88.49 ± 0.60 | 86.01 ± 1.44 | 89.04 ± 0.47 | 88.17 ± 0.75 | 86.21 ± 0.45 | 86.63 ± 0.92 | 88.56 ± 0.66 | |
Temporal Lobe_R | 86.16 ± 0.61 | 86.66 ± 0.59 | 85.45 ± 1.20 | 87.75 ± 0.50 | 87.18 ± 0.81 | 87.33 ± 0.53 | 86.37 ± 1.18 | 87.55 ± 0.61 | |
Eye_L | 75.73 ± 0.73 | 77.46 ± 0.66 | 73.44 ± 1.11 | 79.92 ± 0.52 | 77.97 ± 0.63 | 77.52 ± 0.74 | 77.14 ± 0.46 | 81.19 ± 0.77 | |
Eye_R | 75.68 ± 0.82 | 80.33 ± 0.67 | 75.61 ± 1.08 | 80.03 ± 0.56 | 79.39 ± 0.67 | 77.64 ± 0.58 | 78.28 ± 0.79 | 80.81 ± 0.71 | |
Mandible_L | 86.17 ± 0.65 | 88.08 ± 0.53 | 84.82 ± 0.85 | 88.38 ± 0.57 | 87.70 ± 0.77 | 84.48 ± 0.82 | 85.37 ± 0.56 | 88.27 ± 0.58 | |
Mandible_R | 86.52 ± 0.67 | 87.10 ± 0.61 | 85.42 ± 0.79 | 88.66 ± 0.49 | 88.04 ± 0.73 | 85.19 ± 0.86 | 85.61 ± 0.59 | 88.60 ± 0.52 | |
Brainstem | 82.39 ± 0.68 | 84.08 ± 0.59 | 81.22 ± 0.73 | 84.38 ± 0.54 | 82.22 ± 0.56 | 80.40 ± 0.44 | 82.44 ± 0.64 | 85.55 ± 0.41 | |
Parotid_L | 78.40 ± 0.78 | 79.48 ± 0.44 | 76.17 ± 0.77 | 80.87 ± 0.61 | 79.61 ± 0.48 | 79.25 ± 0.35 | 79.62 ± 0.32 | 80.35 ± 0.53 | |
Parotid_R | 77.34 ± 0.74 | 78.89 ± 0.46 | 77.87 ± 0.84 | 80.53 ± 0.70 | 78.77 ± 0.56 | 77.28 ± 0.41 | 78.44 ± 0.38 | 80.61 ± 0.48 | |
Spinal cord | 88.06 ± 0.35 | 87.94 ± 0.41 | 86.41 ± 0.60 | 88.41 ± 0.38 | 87.19 ± 0.53 | 88.17 ± 0.35 | 88.52 ± 0.65 | 89.77 ± 0.29 | |
Submandibular_L | 72.32 ± 1.13 | 74.81 ± 0.65 | 69.46 ± 1.21 | 75.66 ± 0.87 | 72.81 ± 1.07 | 73.82 ± 0.71 | 72.85 ± 0.81 | 77.38 ± 0.89 | |
Submandibular_R | 72.71 ± 1.24 | 78.13 ± 0.67 | 70.04 ± 1.31 | 77.64 ± 0.89 | 73.83 ± 1.16 | 74.10 ± 0.37 | 73.19 ± 0.42 | 79.19 ± 0.85 | |
Thyroid | 69.77 ± 0.64 | 71.99 ± 0.71 | 68.88 ± 0.84 | 72.57 ± 0.59 | 70.98 ± 0.53 | 69.81 ± 0.84 | 68.61 ± 0.59 | 74.81 ± 0.39 | |
Ave | 79.83 ± 0.73 | 81.80 ± 0.58 | 78.52 ± 0.98 | 82.68 ± 0.59 | 81.19 ± 0.63 | 80.09 ± 0.57 | 80.23 ± 0.64 | 83.28 ± 0.59 |