Instance Segmentation on NC4K Eval-Unseen-Set
0.834IoUVNS-SAM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VNS-SAMPrompting Mode=Point-Prompting2026.01 | 0.834 | 0.683 | 0.946 | 0.868 | |
| VNS-SAMPrompting Mode=GT-Box-Prompting2026.01 | 0.83 | 0.685 | 0.941 | 0.86 | |
| HQ-SAM-FPrompting Mode=GT-Box-Prompting2026.01 | 0.815 | 0.659 | 0.928 | 0.839 | |
| VNS-SAMPrompting Mode=Noise-Box-Prompting2026.01 | 0.81 | 0.657 | 0.933 | 0.847 | |
| HQ-SAM-FPrompting Mode=Noise-Box-Prompting2026.01 | 0.801 | 0.64 | 0.921 | 0.828 | |
| HQ-SAM-FPrompting Mode=Point-Prompting2026.01 | 0.799 | 0.634 | 0.904 | 0.792 | |
| HQ-SAMPrompting Mode=Point-Prompting2026.01 | 0.794 | 0.625 | 0.915 | 0.817 | |
| HQ-SAMPrompting Mode=GT-Box-Prompting2026.01 | 0.792 | 0.623 | 0.917 | 0.822 | |
| HQ-SAMPrompting Mode=Noise-Box-Prompting2026.01 | 0.78 | 0.608 | 0.912 | 0.813 | |
| SAMPrompting Mode=GT-Box-Prompting2026.01 | 0.78 | 0.614 | 0.893 | 0.802 | |
| SAMPrompting Mode=Noise-Box-Prompting2026.01 | 0.76 | 0.592 | 0.882 | 0.784 | |
| SAMPrompting Mode=Point-Prompting2026.01 | 0.713 | 0.553 | 0.822 | 0.685 |