Interactive Segmentation on DM-Seg Average (seen split)
84.17IoUPGE-SAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PGE-SAMDomain=Degraded Image, Iterative prompt steps=52026.06 | 84.17 | 90.33 | |
| LitePGE-SAMDomain=Degraded Image, Iterative prompt steps=52026.06 | 79.2 | 86.27 | |
| MedSAMDomain=Medical Image, Iterative prompt steps=5, Variant=Box-only2026.06 | 69.95 | 78.58 | |
| SAMDomain=Natural Image, Iterative prompt steps=52026.06 | 67.27 | 76.46 | |
| MobileSAMDomain=Natural Image, Iterative prompt steps=52026.06 | 65.9 | 75.3 | |
| SAM-Med2DDomain=Medical Image, Iterative prompt steps=5, Adapter=None2026.06 | 61.54 | 71.59 | |
| LiteMedSAMDomain=Medical Image, Iterative prompt steps=5, Variant=Box-only2026.06 | 57.47 | 67.61 | |
| SAM-Med2DDomain=Medical Image, Iterative prompt steps=52026.06 | 45.99 | 56.25 | |
| MedSAMDomain=Medical Image, Iterative prompt steps=52026.06 | 40.24 | 51.48 | |
| LiteMedSAMDomain=Medical Image, Iterative prompt steps=52026.06 | 29.5 | 39.37 | |
| RobustSAMDomain=Degraded Image, Iterative prompt steps=52026.06 | 26.47 | 36.11 | |
| GleSAMDomain=Degraded Image, Iterative prompt steps=52026.06 | 16.33 | 24.69 |