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Table 3 The segmentation performance obtained by the initial stages of BiCos [18], CoSand [4], ClassCut [9] and our method over the Oxford flowers, UCSD birds and CMU iCoseg datasets

From: A hierarchical graph model for object cosegmentation

 

Oxford flowers

UCSD birds

CMU iCoseg

Method

Accuracy

Time(s)

Accuracy

Time(s)

Accuracy

Time(s)

BiCos [18]

0.72

14.06

0.48

8.40

0.61

7.27

CoSand [4]

0.63

20.00

0.32

12.00

0.43

10.00

ClassCut [9]

0.57

23.32

0.42

18.00

0.31

11.40

Our method

0.67

2.70

0.52

1.55

0.64

1.32

  1. The values in bold indicate the best results.