Camouflaged Object Segmentation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.901S-measure (S_alpha)
56
Mar 10, 2026
89.7Fw_beta
41
Mar 10, 2026
0.036Mean Absolute Error (MAE)
40
Feb 26, 2026
89.5Fw_beta
28
Mar 4, 2026
0.029Mean Absolute Error (M)
24
Feb 26, 2026
95.1S_alpha
22
Apr 1, 2026
84.9Fw_beta
21
Feb 26, 2026
89.7Fw_beta
21
Feb 26, 2026
90.2Fw_beta
19
Feb 26, 2026
0.882Sa
19
Feb 26, 2026
4.5MAE
12
Feb 26, 2026
7.7MAE
12
Feb 26, 2026
57.5Fw_beta
9
Mar 4, 2026
78.06mIoU (box)
9
Feb 26, 2026
79.17mIoU (box)
9
Feb 26, 2026
78.05mIoU (box)
9
Feb 26, 2026
66.8cSm
8
Mar 10, 2026
66.4Fw_beta
5
Mar 4, 2026
64.4Dice
4
Jun 4, 2026
78.2gIoU (Implicit)
4
Feb 26, 2026
78gIoU (Implicit Query)
4
Feb 26, 2026
18.05Inference Time (s)
3
Feb 26, 2026