Table 2.
Mean average precision of the underwater data set at different IoU thresholds of the proposed framework.
| IoU | 0.50 | 0.55 | 0.60 | 0.65 | 0.70 | 0.75 | 0.80 | mAP@ [0.5:0.05:0.95] |
|
|---|---|---|---|---|---|---|---|---|---|
| Class | |||||||||
| Holothurian | 0.650 | 0.635 | 0.622 | 0.566 | 0.514 | 0.429 | 0.296 | 0.408 | |
| Echinus | 0.777 | 0.768 | 0.752 | 0.711 | 0.510 | 0.435 | 0.287 | ||
| Scallop | 0.594 | 0.585 | 0.537 | 0.514 | 0.446 | 0.346 | 0.239 | ||
| Starfish | 0.755 | 0.744 | 0.687 | 0.666 | 0.580 | 0.469 | 0.355 | ||
| mAP | 0.694 | 0.683 | 0.650 | 0.614 | 0.538 | 0.420 | 0.295 | ||