Table 4. Blastocyst segmentation performance measures on the blastocyst dataset.
Method | Mean | Background | Blastocoel | ZP | TE | ICM |
---|---|---|---|---|---|---|
U-Net [2] | 0.8137 | 0.9404 | 0.7941 | 0.7932 | 0.7506 | 0.7903 |
PSPNet [9] | 0.8151 | 0.9460 | 0.7926 | 0.8057 | 0.7483 | 0.7828 |
DeepLab V3 [21] | 0.8165 | 0.9449 | 0.7835 | 0.8084 | 0.7398 | 0.8060 |
Blast-Net [41] | 0.8285 | 0.9474 | 0.8079 | 0.8115 | 0.7652 | 0.8107 |
TernausNet [42] | 0.8142 | 0.9450 | 0.7861 | 0.8024 | 0.7616 | 0.7758 |
SA-Net (Ours) | 0.8783 | 0.9752 | 0.8956 | 0.9093 | 0.7750 | 0.8367 |