Salient Object Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
85.3Fm
46
Feb 26, 2026
93.9S-measure (Sα)
46
May 26, 2026
6.661P(F_beta)
44
Jun 9, 2026
0.944S-Measure
43
Apr 15, 2026
4.441P(F_beta)
41
Jun 9, 2026
3.4MAE
41
Feb 26, 2026
88.5Max F-Score
39
Feb 26, 2026
0.016Mean Absolute Error (MAE)
37
Jul 7, 2026
89.07S-alpha
35
Jul 7, 2026
89.8F-measure
33
Feb 26, 2026
93.6F-beta
32
Feb 26, 2026
91.2Sα
30
Jul 3, 2026
89.8Sm
29
May 26, 2026
0.004Mean Error (M)
29
Jul 7, 2026
6.781P(M)
29
Mar 13, 2026
0.038MAE
29
Jul 7, 2026
0.015MAE
29
Jul 7, 2026
4.5MAE
28
Feb 26, 2026
91.6F-beta Score
27
Feb 26, 2026
85.8F-beta
25
Feb 26, 2026
0.926F-measure (Fbeta)
24
Feb 26, 2026
4.2MAE
24
Feb 26, 2026
94.2Sm Score
23
May 26, 2026
90.84F-beta Score
23
Feb 26, 2026
93.7S-measure (Sm)
22
May 26, 2026