Visible-to-Near-infrared Segmentation on CAMO (test)
0.797IoUVNS-SAM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VNS-SAMPrompting Type=Point-Prompting2026.01 | 0.797 | 0.562 | 0.917 | 0.83 | |
| VNS-SAMPrompting Type=GT-Box-Prompting2026.01 | 0.795 | 0.575 | 0.916 | 0.834 | |
| HQ-SAM-FPrompting Type=GT-Box-Prompting, Finetuned on VNS-SEG=true2026.01 | 0.783 | 0.553 | 0.902 | 0.819 | |
| HQ-SAM-FPrompting Type=Point-Prompting, Finetuned on VNS-SEG=true2026.01 | 0.78 | 0.542 | 0.88 | 0.769 | |
| HQ-SAMPrompting Type=GT-Box-Prompting, Finetuned on VNS-SEG=false2026.01 | 0.776 | 0.535 | 0.898 | 0.812 | |
| HQ-SAMPrompting Type=Point-Prompting, Finetuned on VNS-SEG=false2026.01 | 0.769 | 0.522 | 0.886 | 0.79 | |
| VNS-SAMPrompting Type=Noise-Box-Prompting2026.01 | 0.769 | 0.543 | 0.904 | 0.816 | |
| HQ-SAM-FPrompting Type=Noise-Box-Prompting, Finetuned on VNS-SEG=true2026.01 | 0.761 | 0.531 | 0.89 | 0.803 | |
| SAMPrompting Type=GT-Box-Prompting, Finetuned on VNS-SEG=false2026.01 | 0.757 | 0.532 | 0.864 | 0.779 | |
| HQ-SAMPrompting Type=Noise-Box-Prompting, Finetuned on VNS-SEG=false2026.01 | 0.756 | 0.517 | 0.89 | 0.801 | |
| SAMPrompting Type=Noise-Box-Prompting, Finetuned on VNS-SEG=false2026.01 | 0.74 | 0.51 | 0.852 | 0.765 | |
| SAMPrompting Type=Point-Prompting, Finetuned on VNS-SEG=false2026.01 | 0.659 | 0.45 | 0.757 | 0.633 |