Table 3.
Test Dice Score (%) of cochlea segmentation.
| Methods | Strong-weak data split (66 in total) | ||||
|---|---|---|---|---|---|
| 66-0 | 44-22 | 33-33 | 22-44 | 11-55 | |
| U-Net | 88.62 ± 0.08 | 87.41 ± 0.16 | 86.55 ± 0.81 | 85.01 ± 0.39 | 80.85 ± 0.42 |
| U-Net+Unary sSE | 89.05 ± 0.11 | 87.73 ± 0.45 | 86.71 ± 0.38 | 85.17 ± 0.31 | 83.17 ± 0.37 |
| MS-Net | – | 87.54 ± 0.36 | 86.03 ± 0.25 | 84.71 ± 0.53 | 82.60 ± 0.52 |
| MS-Net+Unary sSE | – | 87.73 ± 0.41 | 87.11 ± 0.43 | 85.05 ± 0.57 | 83.99 ± 0.45 |
| MS-Net2 | – | 87.66 ± 0.41 | 86.73 ± 0.73 | 86.41 ± 0.53 | 83.91 ± 0.92 |
| MS-Net2+Unary sSE | – | 87.78 ± 0.54 | 87.15 ± 0.93 | 86.73 ± 0.54 | 84.71 ± 0.83 |
| MSDN− | 88.73 ± 0.33 | 86.73 ± 1.02 | 85.68 ± 0.35 | 85.10 ± 0.15 | 80.81 ± 0.47 |
| MSDN | – | 87.91 ± 0.28 | 87.27 ± 1.08 | 87.11 ± 0.28 | 85.60 ± 1.76 |