Camouflaged Object Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.907S-measure (S_alpha)
306
Jun 4, 2026
0.923S-measure (S_alpha)
217
May 26, 2026
93.3S-measure (S_alpha)
207
May 18, 2026
0.206M
154
May 26, 2026
0.915Sm
89
May 26, 2026
0.109M Score
88
May 18, 2026
0.021MAE
72
Apr 21, 2026
0.963E-phi Score
67
Apr 21, 2026
0.159M (Mean Score)
65
May 26, 2026
0.874Weighted F-beta (Fwβ)
44
Apr 15, 2026
0.941Sm
44
May 26, 2026
89.6S-measure (Sm)
38
Jul 7, 2026
0.092M Score
37
Mar 26, 2026
0.896S_alpha
33
May 26, 2026
89.3S_alpha
31
Apr 21, 2026
88.5Sm
30
May 26, 2026
92.3Sm Score
26
May 26, 2026
0.803S_alpha
26
Feb 26, 2026
0.903S_alpha
23
Apr 20, 2026
0.02MAE
23
Feb 26, 2026
0.041MAE
23
Feb 26, 2026
0.017MAE
22
Mar 31, 2026
3.2MAE
22
Mar 31, 2026
91.2S_alpha
21
May 18, 2026
0.029MAE
21
Feb 26, 2026