Underwater Object Segmentation on RMAS 500
0.865SmMASSAM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MASSAMApplied Degradation=N/A2026.05 | 0.865 | 0.948 | 0.819 | 0.021 | |
| DualSAMApplied Degradation=N/A2026.05 | 0.86 | 0.944 | 0.812 | 0.022 | |
| MASSAM + HCLApplied Degradation=Contrast Reduction (CR)2026.05 | 0.844 | 0.924 | 0.796 | 0.027 | |
| DualSAM + HCLApplied Degradation=Contrast Reduction (CR)2026.05 | 0.84 | 0.93 | 0.79 | 0.026 | |
| DualSAMApplied Degradation=Contrast Reduction (CR)2026.05 | 0.833 | 0.909 | 0.778 | 0.029 | |
| MASSAMApplied Degradation=Contrast Reduction (CR)2026.05 | 0.828 | 0.911 | 0.772 | 0.031 | |
| DualSAM + HCLApplied Degradation=Gaussian Noise (GN)2026.05 | 0.785 | 0.833 | 0.651 | 0.033 | |
| DualSAM + HCLApplied Degradation=Gaussian Blur (GB)2026.05 | 0.784 | 0.808 | 0.648 | 0.035 | |
| MASSAM + HCLApplied Degradation=Gaussian Noise (GN)2026.05 | 0.77 | 0.801 | 0.629 | 0.038 | |
| MASSAM + HCLApplied Degradation=Gaussian Blur (GB)2026.05 | 0.769 | 0.8 | 0.649 | 0.037 | |
| DualSAMApplied Degradation=Gaussian Noise (GN)2026.05 | 0.749 | 0.781 | 0.613 | 0.041 | |
| MASSAMApplied Degradation=Gaussian Blur (GB)2026.05 | 0.745 | 0.781 | 0.62 | 0.043 | |
| DualSAMApplied Degradation=Gaussian Blur (GB)2026.05 | 0.74 | 0.769 | 0.615 | 0.044 | |
| MASSAMApplied Degradation=Gaussian Noise (GN)2026.05 | 0.733 | 0.766 | 0.587 | 0.047 |