Interactive Segmentation on DM-Seg LQ-3+ (seen)
82.22IoUPGE-SAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PGE-SAMDomain=Degraded Image, Iterative prompt steps=52026.06 | 82.22 | 89.18 | |
| LitePGE-SAMDomain=Degraded Image, Iterative prompt steps=52026.06 | 77.22 | 85.05 | |
| MedSAMDomain=Medical Image, Iterative prompt steps=5, Variant=Box-only2026.06 | 65.58 | 75.4 | |
| SAMDomain=Natural Image, Iterative prompt steps=52026.06 | 63.14 | 73.33 | |
| MobileSAMDomain=Natural Image, Iterative prompt steps=52026.06 | 60.92 | 71.35 | |
| SAM-Med2DDomain=Medical Image, Iterative prompt steps=5, Adapter=None2026.06 | 60.03 | 70.52 | |
| LiteMedSAMDomain=Medical Image, Iterative prompt steps=5, Variant=Box-only2026.06 | 53.71 | 64.84 | |
| SAM-Med2DDomain=Medical Image, Iterative prompt steps=52026.06 | 41.46 | 52.69 | |
| MedSAMDomain=Medical Image, Iterative prompt steps=52026.06 | 37.12 | 48.67 | |
| RobustSAMDomain=Degraded Image, Iterative prompt steps=52026.06 | 25.5 | 35.25 | |
| LiteMedSAMDomain=Medical Image, Iterative prompt steps=52026.06 | 24.68 | 34.34 | |
| GleSAMDomain=Degraded Image, Iterative prompt steps=52026.06 | 15.34 | 23.57 |