Open Access
Table 5
Segmentation scores (166.1–168.3°).
| Scores (%)╲ | Model | UNet [10−2] | UNet [10−3] | UNet [10−4] | UNet [10−5] | UNet++ [10−3] | UNet++ [10−4] | UNet++ [10−5] |
|---|---|---|---|---|---|---|---|---|
| Precision at 0.8 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | |
| Precision at 0.5 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | |
| Precision at 0.2 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | |
| Precision at thropt | 99.04 | 98.97 | 99.65 | 99.66 | 99.25 | 99.32 | 99.24 | |
| Recall at 0.8 | 25.91 | 28.38 | 25.22 | 25.29 | 33.45 | 30.64 | 20.84 | |
| Recall at 0.5 | 49.01 | 58.40 | 49.01 | 54.90 | 63.33 | 60.59 | 41.74 | |
| Recall at 0.2 | 77.11 | 87.32 | 81.49 | 94.59 | 87.18 | 87.73 | 72.86 | |
| Recall at thropt | 98.56 | 98.83 | 98.90 | 99.04 | 99.31 | 99.45 | 99.04 | |
| Dice at 0.8 | 41.15 | 44.21 | 40.28 | 40.37 | 50.13 | 46.90 | 34.49 | |
| Dice at 0.5 | 65.78 | 73.73 | 65.78 | 70.88 | 77.55 | 75.46 | 58.90 | |
| Dice at 0.2 | 87.07 | 93.23 | 89.80 | 97.22 | 93.15 | 93.46 | 84.30 | |
| Diceopt | 98.80 | 98.90 | 99.28 | 99.35 | 99.28 | 99.38 | 99.14 | |
| MS at 0.8 | 61.02 | 45.76 | 57.63 | 50.85 | 32.20 | 37.29 | 44.07 | |
| MS at 0.5 | 16.95 | 6.78 | 10.17 | 15.25 | 6.78 | 6.78 | 11.86 | |
| MS at 0.2 | 1.69 | 0.00 | 1.69 | 0.00 | 0.00 | 1.69 | 1.69 | |
| MS at thropt | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |
| thropt | 0.03 | 0.03 | 0.02 | 0.12 | 0.01 | 0.02 | 0.02 |
Notes. Same as in Table 4, but for the sparse zone of166.1–168.3°.
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