Table 1 The accuracy of DL-ADD and YOLOv4 models.

From: Deep learning based atomic defect detection framework for two-dimensional materials

 

DL-ADD

YOLOv4

Impurity

Void

Impurity

Void

Recall

0.90

0.82

0.76

0.61

Precision

0.95

0.77

0.85

0.65

F1-Score

0.92

0.80

0.89

0.70

F2-Score

0.91

0.81

0.92

0.73

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