Instance Segmentation on ETIS (Eval-Unseen-Set)
0.888IoUVNS-SAM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| VNS-SAMPrompting Mode=GT-Box-Prompting2026.01 | 0.888 | 0.79 | 0.982 | 0.918 | |
| HQ-SAM-FPrompting Mode=GT-Box-Prompting2026.01 | 0.876 | 0.778 | 0.976 | 0.903 | |
| VNS-SAMPrompting Mode=Noise-Box-Prompting2026.01 | 0.873 | 0.764 | 0.979 | 0.907 | |
| HQ-SAM-FPrompting Mode=Noise-Box-Prompting2026.01 | 0.866 | 0.765 | 0.972 | 0.896 | |
| SAMPrompting Mode=GT-Box-Prompting2026.01 | 0.856 | 0.741 | 0.964 | 0.891 | |
| VNS-SAMPrompting Mode=Point-Prompting2026.01 | 0.852 | 0.745 | 0.971 | 0.881 | |
| SAMPrompting Mode=Noise-Box-Prompting2026.01 | 0.851 | 0.732 | 0.961 | 0.886 | |
| HQ-SAMPrompting Mode=GT-Box-Prompting2026.01 | 0.828 | 0.724 | 0.946 | 0.874 | |
| HQ-SAMPrompting Mode=Noise-Box-Prompting2026.01 | 0.816 | 0.709 | 0.942 | 0.866 | |
| HQ-SAMPrompting Mode=Point-Prompting2026.01 | 0.731 | 0.633 | 0.876 | 0.751 | |
| HQ-SAM-FPrompting Mode=Point-Prompting2026.01 | 0.713 | 0.601 | 0.862 | 0.654 | |
| SAMPrompting Mode=Point-Prompting2026.01 | 0.613 | 0.526 | 0.765 | 0.529 |