Table 7 Comparison with other models.

From: Optimised RFO tuned RF-DETR model for precision urine microscopy for renal and systemic disease diagnosis

Model

mAP@0.5

Precision

Recall

F1-score

YOLOv8

0.802

0.814

0.779

0.796

Faster R-CNN

0.781

0.798

0.755

0.776

Proposed RF-DETR

0.871

0.862

0.845

0.853

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