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Benchmarks
Cell Segmentation on Fluorescence Imaging Dataset
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82.43
Dice
Proposed
70.9172
73.9061
76.895
79.8839
Apr 22, 2018
Dice
F1 Score
Object Dice (OD)
Pixel Accuracy (PAcc)
Object Hausdorff Distance (OH)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Dice
F1 Score
Object Dice (OD)
Pixel Accuracy (PAcc)
Object Hausdorff Distance (OH)
Proposed
2018.04
82.43
71.79
74.12
83.53
27.53
Micro-Net
2018.04
80.74
69.87
71.52
82.22
30.61
FCN8
Loss=Standard
2018.04
78.54
11.69
7.49
77.68
1,349.51
U-Net
2018.04
78.39
66.43
67.35
80.28
40.49
DCAN
2018.04
76.03
61.41
63.8
78.67
42.31
FCN8W
Loss=Weighted
2018.04
71.36
50.53
50.86
74.61
91.77
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