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. 2021 Apr 14;16(4):e0247388. doi: 10.1371/journal.pone.0247388

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