Camouflaged Object Detection on COD10K 2026 (test)
92.2S-measureBED-SAM2
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BED-SAM2Size=10242026.05 | 92.2 | 87.5 | 95.6 | 1.6 | — | |
| BiRefNetSize=10242026.05 | 91.3 | 87.4 | 96 | 1.4 | — | |
| BED-SAM2Size=5122026.05 | 90.6 | 84.5 | 94.9 | 1.7 | — | |
| ZoomNeXtSize=3842026.05 | 89.8 | 82.7 | 95.6 | 1.8 | — | |
| BED-SAM2Size=3522026.05 | 88.5 | 80.6 | 93.7 | 2 | — | |
| SAM2-UNetSize=3522026.05 | 88 | 78.9 | 93.6 | 2.1 | — | |
| VSCodeSize=3522026.05 | 86.9 | 82.7 | 94.2 | — | — | |
| SAM-TTT + HCLDegradation=Gaussian Blur (GB), HCL Integrated=true2026.05 | 0.857 | 0.788 | 0.926 | — | 0.032 |