Interactive Segmentation on DM-Seg Clear (seen)
85.82mIoUPGE-SAM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PGE-SAMDomain=Degraded Image, Iterative prompt steps=52026.06 | 85.82 | 91.32 | |
| LitePGE-SAMDomain=Degraded Image, Iterative prompt steps=52026.06 | 80.61 | 87.14 | |
| MedSAMDomain=Medical Image, Iterative prompt steps=5, Variant=Box-only2026.06 | 74.91 | 82.08 | |
| SAMDomain=Natural Image, Iterative prompt steps=52026.06 | 70 | 78.45 | |
| MobileSAMDomain=Natural Image, Iterative prompt steps=52026.06 | 69.36 | 78.01 | |
| LiteMedSAMDomain=Medical Image, Iterative prompt steps=5, Variant=Box-only2026.06 | 62.48 | 71.25 | |
| SAM-Med2DDomain=Medical Image, Iterative prompt steps=5, Adapter=None2026.06 | 60.49 | 70.48 | |
| SAM-Med2DDomain=Medical Image, Iterative prompt steps=52026.06 | 48.95 | 58.4 | |
| MedSAMDomain=Medical Image, Iterative prompt steps=52026.06 | 44.43 | 55.34 | |
| LiteMedSAMDomain=Medical Image, Iterative prompt steps=52026.06 | 34.48 | 44.54 | |
| RobustSAMDomain=Degraded Image, Iterative prompt steps=52026.06 | 27.19 | 36.87 | |
| GleSAMDomain=Degraded Image, Iterative prompt steps=52026.06 | 17.2 | 25.76 |