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. 2020 Feb 20;11(3):1539–1554. doi: 10.1364/BOE.386228

Table 2. Five-fold cross-validation results of YOLOv3 and Tiny YOLOv3 for the tear meniscus localization.

YOLOv3

Fold 1 2 3 4 5 mean
Jaccard mean 0.6197 0.6199 0.5403 0.5892 0.5749 0.5895
std 0.1354 0.1477 0.1672 0.1152 0.1191 0.1533
pinc mean 0.9785 0.9948 0.9748 0.9986 0.9811 0.9850
std 0.0920 0.0371 0.0879 0.0296 0.0522 0.0719
Tiny YOLOv3
Fold 1 2 3 4 5 mean
Jaccard mean 0.5829 0.5135 0.5910 0.5771 0.4898 0.5532
std 0.1560 0.1651 0.1426 0.1928 0.1161 0.1615

pinc mean 0.9558 0.8937 0.9892 0.8998 0.8542 0.9224
std 0.1406 0.2146 0.0467 0.2154 0.2918 0.1998