Underwater Object Segmentation on UFO 120
86.1SmMASSAM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MASSAMApplied Degradation=N/A2026.05 | 86.1 | 91.4 | 86.4 | 6.3 | |
| DualSAMApplied Degradation=N/A2026.05 | 85.6 | 91.4 | 86.4 | 6.4 | |
| DualSAM + HCLApplied Degradation=Contrast Reduction (CR)2026.05 | 84.4 | 89.9 | 84 | 7.1 | |
| MASSAM + HCLApplied Degradation=Contrast Reduction (CR)2026.05 | 83.4 | 88.3 | 83.3 | 6.9 | |
| DualSAM + HCLApplied Degradation=Gaussian Noise (GN)2026.05 | 82.7 | 89.2 | 83.1 | 7.5 | |
| DualSAMApplied Degradation=Contrast Reduction (CR)2026.05 | 82.7 | 87.6 | 82 | 7.4 | |
| MASSAMApplied Degradation=Contrast Reduction (CR)2026.05 | 82 | 86.9 | 82.3 | 7.3 | |
| MASSAM + HCLApplied Degradation=Gaussian Noise (GN)2026.05 | 81.4 | 87 | 79.4 | 7.7 | |
| DualSAM + HCLApplied Degradation=Gaussian Blur (GB)2026.05 | 81.1 | 87.5 | 79.9 | 7.3 | |
| MASSAM + HCLApplied Degradation=Gaussian Blur (GB)2026.05 | 81 | 87.4 | 78.6 | 7.1 | |
| DualSAMApplied Degradation=Gaussian Noise (GN)2026.05 | 79.8 | 86.5 | 79.3 | 8.5 | |
| MASSAMApplied Degradation=Gaussian Noise (GN)2026.05 | 78.4 | 85 | 77.9 | 8.3 | |
| DualSAMApplied Degradation=Gaussian Blur (GB)2026.05 | 77.8 | 84.8 | 75.8 | 8.2 | |
| MASSAMApplied Degradation=Gaussian Blur (GB)2026.05 | 77.3 | 83.5 | 73.9 | 7.9 |