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Benchmarks
Image Polyp Segmentation on ETIS
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74.9
mDice
M2SNet
27.892
40.096
52.3
64.504
Mar 20, 2023
mDice
mIoU
Fwβ
Sα
Emaxφ
MAE
Updated 5d ago
Evaluation Results
Method
Method
Links
mDice
mIoU
Fwβ
Sα
Emaxφ
MAE
M2SNet
Backbone=R2-50
2023.03
74.9
67.8
71.2
84.6
-
1.7
MSNet
Backbone=R2-50
2023.03
71.9
66.4
67.8
84
-
2
PraNet
Backbone=R2-50
2023.03
63
57.6
60
79.1
-
3.1
TransUnet
Backbone=R-50 + ViT-B16
2023.03
57.3
51.2
51.7
76.5
-
2.9
UTNet
Backbone=R-50 + ViT-B16
2023.03
55.6
48.9
52.2
74.9
-
2.2
U-Net++
Backbone=R2-50
2023.03
41.3
34.2
39
68.1
-
3.5
U-Net
Backbone=R2-50
2023.03
40.6
34.3
36.6
68.2
-
3.6
Atten-UNet
Backbone=R2-50
2023.03
38.2
30.8
37.2
64.1
-
5
SFA
Backbone=R2-50
2023.03
29.7
21.9
23.1
55.7
-
10.9
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