Table 5 Results of generalization capability evaluation experiments.

From: TCBGY net for enhanced wear particle detection in ferrography using self attention and multi scale fusion

Type

P/%

R/%

AP/%

mAP@0.5/%

F1/%

Fatigue

97.11

95.43

96.11

94.58

96.26

Cutting

97.35

95.22

96.24

94.41

96.27

Slide

97.55

95.34

96.78

94.87

96.43

Oxidation

97.13

95.76

96.14

94.48

96.44

Spherical

97.23

95.54

96.51

94.66

96.38