Camouflaged Object Detection on NC4K (Sm, Em, Fwβ, MAE)
91.2Sm
IP-SAM
Updated 19d ago
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
2026.03 | 91.2 | - | 87.1 | 0.027 | 94.3 | |
2026.03 | 91.1 | - | 87.3 | 0.026 | 94.3 | |
2026.03 | 90.7 | - | 86.3 | 0.029 | 94.1 | |
2026.03 | 90.6 | - | 85.1 | 0.03 | 93.4 | |
2026.03 | 90.43 | 95.32 | 85.17 | 0.0209 | - | |
2026.03 | 90.4 | - | 86 | 0.029 | 93.6 | |
2026.03 | 90.2 | - | 85.9 | 0.03 | 93.2 | |
2026.03 | 90.1 | - | 85.8 | 0.03 | 93.5 | |
2026.03 | 89.2 | 94.1 | 85.3 | 0.03 | - | |
2026.03 | 89.2 | 94.6 | 84.7 | 0.03 | - | |
2026.03 | 88.9 | 94 | 85.1 | 0.032 | - | |
2026.03 | 88.8 | - | 84.1 | 0.031 | 93.5 | |
2026.03 | 88.7 | 94.2 | 83.8 | 0.032 | - | |
2026.03 | 88.6 | 93 | 84.7 | 0.034 | - | |
2026.03 | 88.5 | 92.8 | 84.6 | 0.033 | - | |
2026.03 | 88.33 | 93.43 | 83.72 | 0.0325 | - | |
2026.03 | 87.8 | 93.7 | 81.6 | 0.035 | - | |
2026.03 | 87.8 | - | 77.2 | 0.043 | 89.1 | |
2026.03 | 87.8 | - | 79.1 | 0.047 | 90.5 | |
2026.03 | 87.5 | 92.9 | 83.4 | 0.037 | - | |
2026.03 | 87.5 | - | 81 | 0.043 | 89.1 | |
2026.03 | 86.7 | 92.3 | 81.3 | 0.037 | - | |
2026.03 | 86.7 | 91.9 | 81.7 | 0.041 | - | |
2026.03 | 86.6 | - | 81.1 | 0.042 | 90.8 | |
2026.03 | 85.7 | - | 78.4 | 0.042 | 90.7 | |
2026.03 | 85.5 | 91.4 | 78.8 | 0.042 | - | |
2026.03 | 85.33 | 90.25 | 78.46 | 0.045 | - | |
2026.03 | 85.3 | 89.6 | 78.4 | 0.043 | - | |
2026.03 | 85.28 | 89.57 | 78.44 | 0.0434 | - | |
2026.03 | 85.1 | 90.67 | 78.84 | 0.0444 | - | |
2026.03 | 84.9 | - | 81.1 | 0.046 | 88.3 | |
2026.03 | 84.72 | 90.27 | 76.98 | 0.0476 | - | |
2026.03 | 84.7 | 91.5 | 78.9 | 0.044 | - | |
2026.03 | 84.7 | - | 77.4 | 0.045 | 88.7 | |
2026.03 | 84.14 | 89.68 | 77.08 | 0.0479 | - | |
2026.03 | 83.94 | 87.44 | 74.63 | 0.0519 | - | |
2026.03 | 83.9 | 87.4 | 74.7 | 0.052 | - | |
2026.03 | 83.83 | 89.74 | 76.24 | 0.049 | - | |
2026.03 | 83.26 | 86.66 | 73.92 | 0.0526 | - | |
2026.03 | 82.9 | 88.74 | 74.53 | 0.0527 | - | |
2026.03 | 82.9 | 88.6 | - | 0.052 | - | |
2026.03 | 82.6 | - | 72.1 | 0.06 | 85.8 | |
2026.03 | 82.22 | 87.61 | 72.45 | 0.0588 | - | |
2026.03 | 81.3 | 85.9 | - | 0.057 | - | |
2026.03 | 81.22 | 86.18 | 71.95 | 0.0555 | - | |
2026.03 | 80.8 | 81.73 | 72.27 | 0.0576 | - | |
2026.03 | 78 | 82.44 | 65.56 | 0.0695 | - | |
2026.03 | 77.71 | 84.08 | 63.86 | 0.0751 | - | |
2026.03 | 77.6 | 78.6 | - | 0.082 | - | |
2026.03 | 77.5 | 85.5 | 68.8 | 0.063 | - | |
2026.03 | 76.7 | 77.6 | 69.6 | 0.078 | - | |
2026.03 | 76.3 | 83.2 | - | 0.071 | - | |
2026.03 | 72.2 | - | 39.3 | 0.159 | 57.2 | |
2026.03 | 71.1 | - | 52 | 0.105 | 72.9 | |
2026.03 | 67.8 | - | 57.9 | 0.135 | 68.3 | |
2026.03 | 46.1 | - | 17.5 | 0.387 | 37.5 | |
2026.03 | 42.6 | - | 9.6 | 0.239 | 34 | |
2026.03 | 42.3 | - | 20.7 | 0.302 | 50.7 |