Camouflaged Object Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
88.2Sm
8
Feb 26, 2026
65.759FPS
8
Feb 26, 2026
0.912S-alpha
7
Mar 16, 2026
0.02MAE
7
Mar 5, 2026
90.8Fm Score
7
Mar 4, 2026
83.62mIoU
7
Feb 26, 2026
79.84mIoU
7
Feb 26, 2026
83.08mIoU
7
Feb 26, 2026
16.09Confusion Rate
7
Feb 26, 2026
93.4Sm
6
Jul 7, 2026
92.7Em
6
Jul 1, 2026
0.924Em
6
Jul 1, 2026
0.9Em
6
Jul 1, 2026
0.018MAE
6
May 26, 2026
0.044MAE
6
May 26, 2026
18.063Params (M)
6
Feb 26, 2026
94Do Score
5
Jun 11, 2026
93.4Do
5
Jun 11, 2026
88.8Do Score
5
Jun 11, 2026
90.1Sα
5
Feb 26, 2026
88S-measure (Sα)
5
Feb 26, 2026
36.46Confusion Rate
5
Feb 26, 2026
88.13Sα Score
4
Apr 21, 2026
0.853Sα
4
Apr 21, 2026
75.29DGNet IoU
3
May 19, 2026