Table 2 Comparison of different methods on the WCYZ.

From: A semantic feature enhanced YOLOv5-based network for polyp detection from colonoscopy images

Methods

Precision

Recall

F-score

Time (s)

R-CNN

0.907

0.889

0.897

1.180

Faster R-CNN

0.914

0.896

0.905

0.375

YOLOv4

0.881

0.879

0.880

0.033

YOLOv7

0.783

0.764

0.773

0.024

YOLOv8

0.904

0.878

0.891

0.020

RT-DETR-R50

0.868

0.872

0.870

0.021

Ours

0.916

0.923

0.919

0.034

  1. In the table, the optimal results obtained by each index are in bold.
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