Visible-to-Near-infrared Segmentation on ClinicDB (test)
85.1IoUVNS-SAM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| VNS-SAMPrompting Type=GT-Box-Prompting2026.01 | 85.1 | 69.8 | 96.3 | 88.6 | |
| VNS-SAMPrompting Type=Noise-Box-Prompting2026.01 | 84.2 | 68.2 | 96.4 | 87.9 | |
| HQ-SAM-FPrompting Type=GT-Box-Prompting, Finetuned on VNS-SEG=true2026.01 | 84.2 | 68.6 | 95.6 | 87.3 | |
| HQ-SAM-FPrompting Type=Noise-Box-Prompting, Finetuned on VNS-SEG=true2026.01 | 83.6 | 67.8 | 95.7 | 86.8 | |
| VNS-SAMPrompting Type=Point-Prompting2026.01 | 83.3 | 66.2 | 95.6 | 87.8 | |
| SAMPrompting Type=Noise-Box-Prompting, Finetuned on VNS-SEG=false2026.01 | 82.8 | 64.8 | 94.4 | 85.9 | |
| HQ-SAMPrompting Type=GT-Box-Prompting, Finetuned on VNS-SEG=false2026.01 | 82.5 | 67.1 | 94.6 | 85.9 | |
| HQ-SAMPrompting Type=Noise-Box-Prompting, Finetuned on VNS-SEG=false2026.01 | 82.1 | 65.5 | 94.7 | 85.9 | |
| SAMPrompting Type=GT-Box-Prompting, Finetuned on VNS-SEG=false2026.01 | 81.8 | 65.2 | 94.6 | 86.2 | |
| HQ-SAMPrompting Type=Point-Prompting, Finetuned on VNS-SEG=false2026.01 | 72.7 | 56 | 85.1 | 73.5 | |
| HQ-SAM-FPrompting Type=Point-Prompting, Finetuned on VNS-SEG=true2026.01 | 69 | 50 | 82.8 | 63.4 | |
| SAMPrompting Type=Point-Prompting, Finetuned on VNS-SEG=false2026.01 | 60.2 | 44.7 | 75.3 | 52.8 |