Table 6 Performance of different algorithms.

From: Exploration and future prospects of intelligent supervision technology and system development in biological laboratories

 

Presicion/%

Recall/%

mAP@50/%

mAP@50:95/%

MR/%

Faster R-CNN

76

85

52

41

16

YOLOv8

82

79

63

56

15

Improved YOLOv8

83.7

82.4

66

57.4

14.1

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