Interactive Segmentation on DM-Seg LQ-2 (seen)
84.65IoUPGE-SAM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PGE-SAMDomain=Degraded Image, Iterative prompt steps=52026.06 | 84.65 | 90.63 | |
| LitePGE-SAMDomain=Degraded Image, Iterative prompt steps=52026.06 | 79.71 | 86.57 | |
| MedSAMDomain=Medical Image, Iterative prompt steps=5, Variant=Box-only2026.06 | 69.63 | 78.39 | |
| SAMDomain=Natural Image, Iterative prompt steps=52026.06 | 68.21 | 77.2 | |
| MobileSAMDomain=Natural Image, Iterative prompt steps=52026.06 | 67.11 | 76.34 | |
| SAM-Med2DDomain=Medical Image, Iterative prompt steps=5, Adapter=None2026.06 | 63.42 | 73.19 | |
| LiteMedSAMDomain=Medical Image, Iterative prompt steps=5, Variant=Box-only2026.06 | 57.59 | 67.88 | |
| SAM-Med2DDomain=Medical Image, Iterative prompt steps=52026.06 | 47.22 | 57.25 | |
| MedSAMDomain=Medical Image, Iterative prompt steps=52026.06 | 39.63 | 50.79 | |
| LiteMedSAMDomain=Medical Image, Iterative prompt steps=52026.06 | 29.48 | 39.4 | |
| RobustSAMDomain=Degraded Image, Iterative prompt steps=52026.06 | 26.75 | 36.35 | |
| GleSAMDomain=Degraded Image, Iterative prompt steps=52026.06 | 16.52 | 24.89 |