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Table 5 Comparison with the state-of-the-art results

From: Region-based progressive localization of cell nuclei in microscopic images with data adaptive modeling

 

Dataset 1

 

Dice

Rand

NSD

HD

Add

Miss

RPL

0.958

0.959

0.017

10.01

1.43

0.12

[14]

0.94

-

0.05

12.8

0.5

3.8

[38]

-

0.94

0.086

95.8

1.6

4.3

 

Dataset 2

 

Dice

Rand

NSD

HD

Add

Miss

RPL

0.906

0.932

0.090

14.10

1.47

1.17

[14]

0.85

-

0.12

14.2

2.8

6.1

[38]

-

0.88

0.29

134.1

3.3

3.8

 

Dataset 3

 
 

Pix

Obj

 

RPL

0.862

0.934

 

[32]

0.851

0.840

 

[35]

0.856

0.893

 
  1. ‘-’ means not available.