Table 6.
Comparison of the true positive and false positive cancerous cell numbers as detected by the different models at three different IOU thresholds.
Model | Total | TP Cells | FP Cells | ||||
---|---|---|---|---|---|---|---|
@0.1 | @0.3 | @0.5 | @0.1 | @0.3 | @0.5 | ||
ATSS [53] | 17,850 | 779 | 721 | 633 | 17,071 | 17,129 | 17,217 |
RetinaNet [39] | 28,200 | 765 | 698 | 624 | 27,435 | 27,502 | 27,576 |
Cascade RCNN [32] | 28,102 | 786 | 728 | 651 | 27,316 | 27,374 | 27,451 |
Double head [54] | 10,235 | 691 | 638 | 575 | 9544 | 9597 | 9660 |
Faster RCNN-FPN [34] | 27,814 | 780 | 728 | 661 | 27,034 | 27,086 | 27,153 |
DGCA-RCNN * | 19,426 | 808 | 750 | 681 | 18,618 | 18,676 | 18,745 |
* The proposed framework of the present study.