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Benchmarks
Dichotomous Image Segmentation on DIS ALL (test)
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92.6
F-beta Max Score
SAMA-H
83.76
86.055
88.35
90.645
Jan 17, 2026
F-beta Max Score
F-beta Weighted Score
Mean Error
S_alpha
E_phi^m
Updated 4d ago
Evaluation Results
Method
Method
Links
F-beta Max Score
F-beta Weighted Score
Mean Error
S_alpha
E_phi^m
SAMA-H
Backbone=Huge, Total P...
2026.01
92.6
89.7
2.6
92.5
95.6
SAMA-L
Backbone=Large, Total...
2026.01
91.7
86.5
3.7
90.8
94.1
HQ-SAM-L
Backbone=Large, Total...
2026.01
90.2
80.1
6.6
87.9
90.5
SAMA-B
Backbone=Base, Total P...
2026.01
90.1
79.3
5.4
88.6
91.4
HQ-SAM-H
Backbone=Huge, Total P...
2026.01
85.9
83.5
4.5
86
92.4
HQ-SAM-B
Backbone=Base, Total P...
2026.01
84.1
77.1
6.1
86.7
88.9
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