Salient Object Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
94.5Sm
22
May 26, 2026
82.3maxF_beta
22
Feb 26, 2026
78.4F-beta Score
22
Feb 26, 2026
0.871maxFβ
21
Feb 26, 2026
94.4Fmax
20
Feb 26, 2026
0.9Fmax
20
Feb 26, 2026
82Fmax
20
Feb 26, 2026
93.8Fmax
20
Feb 26, 2026
0.776F-beta Score
20
Feb 26, 2026
0.039MAE
20
Feb 26, 2026
94.5MaxF
20
Feb 26, 2026
0.024M Error
19
Mar 16, 2026
0.006Mean Error (M)
19
Mar 16, 2026
0.958Fm (F-measure)
19
Feb 26, 2026
94.43mAP
19
Feb 26, 2026
0.023MAE
19
Feb 26, 2026
0.039MAE
19
Feb 26, 2026
89.2MaxF
19
Feb 26, 2026
88.2MaxF
19
Feb 26, 2026
83.3MaxF
19
Feb 26, 2026
0.049MAE
18
Apr 7, 2026
0.01Inference Time (s)
18
Feb 26, 2026
87.4Fm
18
Feb 26, 2026
92.4Fm
18
Feb 26, 2026
89.3Fm
18
Feb 26, 2026