Underwater Object Segmentation on RUWI 175
90.3SmDualSAM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DualSAMApplied Degradation=N/A2026.05 | 90.3 | 95.9 | 93.9 | 3.5 | |
| MASSAMApplied Degradation=N/A2026.05 | 89.4 | 96.1 | 94.1 | 3.5 | |
| DualSAM + HCLApplied Degradation=Contrast Reduction (CR)2026.05 | 88.8 | 94.5 | 93.8 | 3.8 | |
| MASSAM + HCLApplied Degradation=Contrast Reduction (CR)2026.05 | 88.2 | 94 | 92.4 | 3.8 | |
| DualSAMApplied Degradation=Contrast Reduction (CR)2026.05 | 87.3 | 94.1 | 91.8 | 4.2 | |
| MASSAMApplied Degradation=Contrast Reduction (CR)2026.05 | 86.5 | 93.5 | 91.1 | 4.4 | |
| DualSAM + HCLApplied Degradation=Gaussian Blur (GB)2026.05 | 83.8 | 91.2 | 87.3 | 4.5 | |
| MASSAM + HCLApplied Degradation=Gaussian Noise (GN)2026.05 | 83.7 | 89.8 | 86.7 | 4.8 | |
| DualSAM + HCLApplied Degradation=Gaussian Noise (GN)2026.05 | 83.2 | 90.3 | 86.9 | 4.5 | |
| MASSAM + HCLApplied Degradation=Gaussian Blur (GB)2026.05 | 80.3 | 89.1 | 87.8 | 4.7 | |
| DualSAMApplied Degradation=Gaussian Blur (GB)2026.05 | 79.5 | 86.3 | 83.4 | 5.1 | |
| DualSAMApplied Degradation=Gaussian Noise (GN)2026.05 | 78.3 | 87.2 | 82.7 | 5.6 | |
| MASSAMApplied Degradation=Gaussian Noise (GN)2026.05 | 77.3 | 85.3 | 81.2 | 5.3 | |
| MASSAMApplied Degradation=Gaussian Blur (GB)2026.05 | 76.3 | 84.9 | 83 | 5.5 |