| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| NJUD (test) | MAE0.025 | 68 | 3d ago | ||
| PASCAL-Context (test) | UV-M3TL | maxF85.78 | 57 | 3d ago | |
| DUT-OMRON | Pyramid Feature Attention Network (PFA) | F_beta Score0.8557 | 40 | 3d ago | |
| DUT-OMRON 29 (test) | SelfMask | IoU67.7 | 38 | 3d ago | |
| DUTS (test) | PFAN + PRN | IoU69.9 | 22 | 3d ago | |
| PASCAL Context | MLoRE | maxF Score84.9 | 21 | 2d ago | |
| ECSSD 31 (test) | SelfMask | mIoU0.835 | 20 | 3d ago | |
| DUTS 30 (test) | SelfMask | IoU72.8 | 20 | 3d ago | |
| PASCAL-Context clean and adverse conditions v1 (unseen) | RobuMTL | mIoU62.75 | 19 | 3d ago | |
| DUT-LF | PoolNet | F-measure86.8 | 18 | 3d ago | |
| SED2 | UCF | F_beta81.02 | 16 | 3d ago | |
| SED1 | ELD | F_beta Score87.15 | 16 | 3d ago | |
| LFSD | UCNet | F-Measure83.5 | 15 | 3d ago | |
| DUTS | SelfMask | J-measure62.6 | 13 | 3d ago | |
| HFUT | F Score70.5 | 13 | 3d ago | ||
| DUT-OMRON | SelfMask | J-Measure58.2 | 12 | 3d ago | |
| SOD | Saliency Game | F-measure0.6896 | 12 | 3d ago | |
| SOD | DRFI | AUC88.13 | 12 | 3d ago | |
| SOD | Cls-Label+Sketch | Fβ81.3 | 11 | 3d ago | |
| PASCAL-S | AUC90.12 | 11 | 3d ago | ||
| MSRA5K | Cls-Label+Sketch | Max F-measure90.9 | 9 | 3d ago | |
| DUT-OMRON | PANC | mIoU58.62 | 8 | 3d ago | |
| DUTS | PANC | mIoU74.8 | 8 | 3d ago | |
| MSRA | Saliency Game | F-measure86.66 | 8 | 3d ago | |
| MSRA | Saliency Game | AUC95.83 | 8 | 3d ago |
