Table 6 Accuracy of the CDPD’s object detection and image segmentation tasks
From: Pest detection in dynamic environments: an adaptive continual test-time domain adaptation strategy
Original environment | Precision\(\uparrow\) | Recall\(\uparrow\) | mAP50\(\uparrow\) | mAP50-95\(\uparrow\) |
|---|---|---|---|---|
CDPD(v9c) | 0.725 | 0.771 | 0.79 | 0.539 |
CDPD(v9e) | 0.737 | 0.728 | 0.772 | 0.523 |
CDPD(v9c-seg) | 0.669 | 0.685 | 0.662 | 0.535 |
CDPD(v9e-seg) | 0.667 | 0.647 | 0.655 | 0.531 |
Target environment | Precision\(\uparrow\) | Recall\(\uparrow\) | mAP50\(\uparrow\) | mAP50-95\(\uparrow\) |
|---|---|---|---|---|
CDPD(v9c) | 0.538 | 0.518 | 0.537 | 0.317 |
CDPD(v9e) | 0.553 | 0.559 | 0.577 | 0.361 |
CDPD(v9c-seg) | 0.544 | 0.493 | 0.508 | 0.362 |
CDPD(v9e-seg) | 0.548 | 0.474 | 0.515 | 0.381 |