Table 7 NWD Loss Parameter A Selection.

From: A detection method for small casting defects based on bidirectional feature extraction

 

Precision

Recall

F1-score

MAP

FPS

A = 0.1

0.8730

0.8540

0.8634

0.8911

77.89

A = 0.2

0.8770

0.8531

0.8649

0.8627

77.89

A = 0.3

0.8810

0.8673

0.8741

0.9066

77.89

A = 0.4

0.8858

0.8523

0.8687

0.8912

77.89

A = 0.5

0.8840

0.8514

0.8674

0.8909

77.89

A = 0.6

0.8866

0.8687

0.8776

0.9090

77.89

A = 0.7

0.8851

0.8554

0.8552

0.8847

77.89

A = 0.8

0.8832

0.8557

0.8692

0.8899

77.89

A = 0.9

0.8830

0.8561

0.8693

0.8931

77.89