Table 5.
Dice coefficient | Mean distance | Jaccard | Sensitivity | Precision | ASSD | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Mean±std | p-value | Mean± std | p-value | Mean± std | p-value | Mean±std | p-value | Mean± Std | p-value | Mean±std | p-value | |
FCNN | 0.9179±0.0471 | 4.8e–17 | 4.2072±2.4922 | 4.2e–16 | 0.8514±0.0731 | 2.4e–17 | 0.9221±0.0730 | 4.8e–06 | 0.9207±0.0622 | 6.0e–10 | 4.1182±2.3157 | 1.5e–16 |
Deeplab | 0.9236±0.0370 | 1.9e–18 | 3.7369±1.8737 | 4.5e–14 | 0.8601±0.0603 | 1.3e–18 | 0.9175±0.0584 | 3.0e–15 | 0.9344±0.0528 | 1.9e–03 | 3.7779±1.8596 | 1.6e–16 |
SegNet | 0.9298±0.0409 | 2.3e–11 | 4.0753±6.4316 | 3.6e–10 | 0.8713±0.0651 | 1.6e–11 | 0.9311±0.0542 | 2.1e–05 | 0.9330±0.0600 | 2.0e–04 | 3.8450±4.9187 | 8.9e–10 |
Unet | 0.9245±0.0403 | 2.7e–14 | 4.0987±2.5463 | 5.8e–14 | 0.8620±0.0650 | 2.6e–14 | 0.9132±0.0621 | 3.3e–13 | 0.9423±0.0614 | 4.3e–02 | 3.8643±2.1498 | 1.1e–14 |
PSPnet | 0.9372±0.0305 | 1.8e–05 | 3.3055±2.0240 | 2.7e–04 | 0.8837±0.0580 | 3.4e–04 | 0.9491±0.0440 | - | 0.9292±0.0577 | 1.0e–09 | 3.1471 ± 1.6704 | 1.7e–03 |
DeeplabV3+ | 0.9311±0.0354 | 2.8e–08 | 3.5080±2.2860 | 5.0e–05 | 0.8732±0.0610 | 1.7e–05 | 0.9307±0.0517 | 1.6e–05 | 0.9369±0.0612 | 2.1e–03 | 3.1837±1.9855 | 8.1e–05 |
Bnet | 0.9427±0.0453 | - | 2.9189±1.9823 | - | 0.8943±0.0663 | 0.9439±0.0645 | 0.9458±0.0413 | - | 2.8701±1.8671 |