Salient Object Detection on DUT-OMRON 5168 images (test)
89.8SmBED-SAM2
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BED-SAM2Size=352, TR=[1,2,3]2026.05 | 89.8 | 87.1 | 92.1 | 0.035 | |
| BED-SAM2Size=352, TR=[1,3]2026.05 | 89.7 | 86.7 | 91.8 | 0.034 | |
| BED-SAM2Size=512, TR=[1,3]2026.05 | 89.7 | 86.8 | 91.8 | 0.034 | |
| BED-SAM2Size=512, TR=[1,2,3]2026.05 | 89.6 | 86.9 | 92.2 | 0.034 | |
| BED-SAM2Size=1024, TR=[1,3]2026.05 | 89.3 | 86.1 | 91.4 | 0.032 | |
| BED-SAM2Size=352, TR=[1,2]2026.05 | 89.1 | 85.8 | 91.2 | 0.036 | |
| BED-SAM2Size=512, TR=12026.05 | 89.1 | 86 | 91.5 | 0.035 | |
| BED-SAM2Size=512, TR=[1,2]2026.05 | 89.1 | 85.8 | 91.4 | 0.035 | |
| BED-SAM2Size=1024, TR=[1,2,3]2026.05 | 89.1 | 85.7 | 91.2 | 0.034 | |
| BED-SAM2Size=1024, TR=[1,2]2026.05 | 88.9 | 85.4 | 91.1 | 0.034 | |
| BED-SAM2Size=512, TR=[2,3]2026.05 | 88.8 | 85.7 | 91.1 | 0.037 | |
| BED-SAM2Size=352, TR=[2,3]2026.05 | 88.7 | 84.8 | 90.3 | 0.039 | |
| BED-SAM2Size=352, TR=12026.05 | 88.6 | 84.9 | 90.8 | 0.038 | |
| SAM2-UNetSize=352, TR=12026.05 | 88.4 | — | 91.2 | 0.039 | |
| BiRefNetSize=1024, TR=[1,2,3]2026.05 | 88.2 | 83.9 | 89.6 | 0.038 | |
| BED-SAM2Size=1024, TR=12026.05 | 88.2 | 84.2 | 89.9 | 0.035 | |
| BiRefNetSize=1024, TR=[1,3]2026.05 | 88.1 | 83.7 | 89.6 | 0.036 | |
| VSCodeSize=352, TR=12026.05 | 87.7 | 84 | 91.2 | — | |
| BED-SAM2Size=1024, TR=[2,3]2026.05 | 87.6 | 83.6 | 89.7 | 0.04 | |
| ICON-SSize=352, TR=12026.05 | 86.9 | 80.4 | 90 | 0.043 | |
| BiRefNetSize=1024, TR=12026.05 | 86.8 | 81.3 | 87.8 | 0.04 | |
| BiRefNetSize=1024, TR=[1,2]2026.05 | 86.8 | 81.8 | 88.2 | 0.04 | |
| BiRefNetSize=1024, TR=[2,3]2026.05 | 86.4 | 81 | 87.9 | 0.04 | |
| PGNetSize=1024, TR=[1,2]2026.05 | 85.8 | 83.5 | 88.7 | 0.046 | |
| PGNetSize=1024, TR=12026.05 | 85.5 | 83.5 | 88.7 | 0.045 | |
| MENetSize=352, TR=12026.05 | 85 | 83.4 | 89.1 | 0.045 | |
| U2NetSize=320, TR=12026.05 | 84.7 | 82.3 | — | 0.054 | |
| EDNSize=384, TR=12026.05 | 82.1 | 77 | — | 0.05 | |
| PGNetSize=1024, TR=[2,3]2026.05 | 78.6 | 77.2 | 88.4 | 0.058 |