Concealed Object Detection on COD10K (2,026)
91.3S-measure (Sm)BiRefNet
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| BiRefNet2024.01 | 91.3 | 87.4 | 88.8 | 96 | 96.7 | 1.4 | — | — | |
| BiRefNet242025.01 | 91.2 | 87.4 | — | — | — | — | 96 | 1.4 | |
| FOCUS2025.01 | 91 | 88.3 | — | — | — | — | 97.4 | 1.3 | |
| ZoomNeXt242025.01 | 89.8 | 82.7 | — | — | — | — | 95.6 | 1.8 | |
| HitNet232024.01 | 87.1 | 80.6 | 82.3 | 93.5 | 93.8 | 2.3 | — | — | |
| FSPNet232024.01 | 85.1 | 73.5 | 76.9 | 89.5 | 93 | 2.6 | — | — | |
| FSPNet232025.01 | 85.1 | 73.5 | — | — | — | — | 89.5 | 2.6 | |
| ZoomNet222024.01 | 83.8 | 72.9 | 76.6 | 88.8 | 91.1 | 2.9 | — | — | |
| ZoomNet222025.01 | 83.8 | 72.9 | — | — | — | — | 91.1 | 2.9 | |
| SegMaR222024.01 | 83.3 | 72.4 | 75.7 | 89.9 | 90.6 | 3.4 | — | — | |
| BGNet222024.01 | 83.1 | 72.2 | 75.3 | 90.1 | 91.1 | 3.3 | — | — | |
| FEDER232024.01 | 82.2 | 71.6 | 75.1 | 90 | 90.5 | 3.2 | — | — | |
| BSA-Net222025.01 | 81.8 | 69.9 | — | — | — | — | 90.1 | 3.4 | |
| SINetv2_222024.01 | 81.5 | 68 | 71.8 | 88.7 | 90.6 | 3.7 | — | — | |
| PFNet222025.01 | 80 | 66 | — | — | — | — | 86.8 | 4 | |
| SINet202024.01 | 77.1 | 55.1 | 63.4 | 80.6 | 86.8 | 5.1 | — | — | |
| SINet202025.01 | 77.1 | 55.1 | — | — | — | — | 80.6 | 5.1 |