Underwater Object Segmentation on MAS3K 1141
88.7SmMASSAM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MASSAMApplied Degradation=N/A2026.05 | 88.7 | 93.8 | 84 | 0.025 | |
| DualSAMApplied Degradation=N/A2026.05 | 88.4 | 93.3 | 83.8 | 0.023 | |
| DualSAM + HCLApplied Degradation=Contrast Reduction (CR)2026.05 | 86.7 | 92.1 | 81.9 | 0.031 | |
| MASSAM + HCLApplied Degradation=Contrast Reduction (CR)2026.05 | 86.4 | 91.6 | 82.4 | 0.032 | |
| DualSAM + HCLApplied Degradation=Gaussian Noise (GN)2026.05 | 85.3 | 90.1 | 79.9 | 0.032 | |
| MASSAMApplied Degradation=Contrast Reduction (CR)2026.05 | 84.9 | 90.8 | 80.3 | 0.036 | |
| MASSAM + HCLApplied Degradation=Gaussian Noise (GN)2026.05 | 84.4 | 90 | 77.7 | 0.036 | |
| DualSAM + HCLApplied Degradation=Gaussian Blur (GB)2026.05 | 84.4 | 89.5 | 78.8 | 0.037 | |
| DualSAMApplied Degradation=Contrast Reduction (CR)2026.05 | 84.4 | 89.8 | 80.7 | 0.035 | |
| MASSAM + HCLApplied Degradation=Gaussian Blur (GB)2026.05 | 83.9 | 87.5 | 77 | 0.037 | |
| MASSAMApplied Degradation=Gaussian Noise (GN)2026.05 | 83.3 | 86.6 | 74.8 | 0.042 | |
| DualSAMApplied Degradation=Gaussian Noise (GN)2026.05 | 81.4 | 87 | 75.5 | 0.045 | |
| DualSAMApplied Degradation=Gaussian Blur (GB)2026.05 | 79.5 | 85.7 | 74.6 | 0.05 | |
| MASSAMApplied Degradation=Gaussian Blur (GB)2026.05 | 78.5 | 84.4 | 75 | 0.046 |