Visible-to-Near-infrared Segmentation on Thin-Dark (test)
88.9IoUVNS-SAM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VNS-SAMPrompting Type=Point-Prompting2026.01 | 88.9 | 77.7 | 94.7 | 90.6 | |
| VNS-SAMPrompting Type=GT-Box-Prompting2026.01 | 86.8 | 75.7 | 92.3 | 87.4 | |
| HQ-SAM-FPrompting Type=Point-Prompting, Finetuned on VNS-SEG=true2026.01 | 85.4 | 71.8 | 90.5 | 84 | |
| HQ-SAMPrompting Type=Point-Prompting, Finetuned on VNS-SEG=false2026.01 | 85.3 | 71.4 | 91.6 | 86.7 | |
| VNS-SAMPrompting Type=Noise-Box-Prompting2026.01 | 84.5 | 72.4 | 91.6 | 86 | |
| HQ-SAM-FPrompting Type=GT-Box-Prompting, Finetuned on VNS-SEG=true2026.01 | 83.8 | 70.5 | 89.4 | 83.4 | |
| HQ-SAM-FPrompting Type=Noise-Box-Prompting, Finetuned on VNS-SEG=true2026.01 | 82.3 | 68.2 | 88.8 | 82.4 | |
| HQ-SAMPrompting Type=GT-Box-Prompting, Finetuned on VNS-SEG=false2026.01 | 81 | 67.2 | 87 | 80.7 | |
| HQ-SAMPrompting Type=Noise-Box-Prompting, Finetuned on VNS-SEG=false2026.01 | 79.9 | 65.3 | 87 | 80.1 | |
| SAMPrompting Type=Point-Prompting, Finetuned on VNS-SEG=false2026.01 | 77.5 | 61.7 | 82.7 | 75.2 | |
| SAMPrompting Type=Noise-Box-Prompting, Finetuned on VNS-SEG=false2026.01 | 65.6 | 51.4 | 71.6 | 64.6 | |
| SAMPrompting Type=GT-Box-Prompting, Finetuned on VNS-SEG=false2026.01 | 65.2 | 51.6 | 68.9 | 63.1 |