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 | |
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 | |
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 |