Interactive Segmentation on DM-Seg LQ-1 (seen)
85.31IoUPGE-SAM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PGE-SAMDomain=Degraded Image, Iterative prompt steps=52026.06 | 85.31 | 91.03 | |
| LitePGE-SAMDomain=Degraded Image, Iterative prompt steps=52026.06 | 80.51 | 87.1 | |
| MedSAMDomain=Medical Image, Iterative prompt steps=5, Variant=Box-only2026.06 | 72.21 | 80.27 | |
| SAMDomain=Natural Image, Iterative prompt steps=52026.06 | 69.77 | 78.42 | |
| MobileSAMDomain=Natural Image, Iterative prompt steps=52026.06 | 69.09 | 77.85 | |
| SAM-Med2DDomain=Medical Image, Iterative prompt steps=5, Adapter=None2026.06 | 61.55 | 71.48 | |
| LiteMedSAMDomain=Medical Image, Iterative prompt steps=5, Variant=Box-only2026.06 | 59.42 | 69.16 | |
| SAM-Med2DDomain=Medical Image, Iterative prompt steps=52026.06 | 49.09 | 58.98 | |
| MedSAMDomain=Medical Image, Iterative prompt steps=52026.06 | 42.11 | 53.22 | |
| LiteMedSAMDomain=Medical Image, Iterative prompt steps=52026.06 | 33.48 | 43.82 | |
| RobustSAMDomain=Degraded Image, Iterative prompt steps=52026.06 | 26.67 | 36.26 | |
| GleSAMDomain=Degraded Image, Iterative prompt steps=52026.06 | 16.6 | 25 |