| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DUTS (test) | BiRefNet | M (MAE)0.018 | 302 | 3d ago | |
| ECSSD | SAM2-UNet | MAE0.02 | 202 | 3d ago | |
| PASCAL-S | MAE0.034 | 186 | 3d ago | ||
| HKU-IS | SAM2-UNet | MAE0.019 | 155 | 3d ago | |
| PASCAL-S (test) | TE7 | MAE0.047 | 149 | 3d ago | |
| HKU-IS (test) | M3Net-S | MAE0.019 | 137 | 3d ago | |
| DUT-OMRON | SAM2-UNet | MAE0.039 | 120 | 3d ago | |
| ECSSD (test) | GCPANet | S-measure (Sa)92.7 | 104 | 3d ago | |
| DUT-OMRON (test) | EVPv2 | MAE0.04 | 92 | 3d ago | |
| NLPR (test) | DPANet | F-beta92.2 | 76 | 3d ago | |
| HRSOD (test) | F-beta0.986 | 65 | 3d ago | ||
| FBMS (test) | TENet | MAE0.024 | 58 | 3d ago | |
| NLPR | Adaptive Predictor Fusion Network (APF) | MAE0.02 | 52 | 3d ago | |
| NJUD | Adaptive Predictor Fusion Network (APF) | MAE2.9 | 52 | 3d ago | |
| VT5000 | VSCode | S-Measure0.925 | 50 | 3d ago | |
| RGBD135 (test) | Sx (Structure Measure)0.941 | 49 | 3d ago | ||
| ECSSD 1,000 images (test) | FOCUS | MAE0.018 | 48 | 3d ago | |
| DUT-O (test) | TE5 | Fm85.3 | 46 | 3d ago | |
| HKU-IS 4,447 images (test) | FOCUS | MAE0.018 | 42 | 3d ago | |
| DUT (test) | DSANet | MAE3.4 | 41 | 3d ago | |
| PASCAL-S 850 images (test) | C4Net-C5 | MAE0.055 | 41 | 3d ago | |
| USOD10k | Dual-SAM | S-alpha0.9238 | 40 | 3d ago | |
| SOD (test) | ICON-S | Max F-Score88.5 | 39 | 3d ago | |
| VT821 | VSCode | S-Measure0.926 | 36 | 3d ago | |
| DAVIS S | InSPyReNet | F_beta95.9 | 36 | 3d ago |
