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Table 2 F-measure of various methods by size

From: Combining deep features for object detection at various scales: finding small birds in landscape images

Size

Method

Precision

Recall

F-measure

Tiny

FCN+DL

0.333

0.149

0.029

 

CNN+DL

0.432

0.239

0.308

 

CNN+FCN

0.808

0.627

0.706

 

CNN+FCN+DL

0.915

0.642

0.754

Small

FCN+DL

1.000

0.738

0.849

 

CNN+DL

0.844

0.813

0.828

 

CNN+FCN

0.972

0.863

0.914

 

CNN+FCN+DL

1.000

0.863

0.926

Normal

FCN+DL

1.000

0.890

0.941

 

CNN+DL

1.000

0.972

0.986

 

CNN+FCN

1.000

0.972

0.986

 

CNN+FCN+DL

1.000

0.972

0.986