Polyp Segmentation on ETIS-Larib
64.11DiceKnowSAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KnowSAMLabeled ratio=10%, Specialist available=true2026.01 | 64.11 | 55.46 | |
| SC-SAMLabeled ratio=10%, Specialist available=true2026.01 | 60.07 | 52.97 | |
| SAMLabeled ratio=10%, Specialist available=false2026.01 | 57.46 | 49.5 | |
| SC-SAMLabeled ratio=5%, Specialist available=true2026.01 | 56.91 | 49.85 | |
| KnowSAMLabeled ratio=5%, Specialist available=true2026.01 | 56.72 | 47.36 | |
| SAMLabeled ratio=5%, Specialist available=false2026.01 | 51.09 | 42.68 | |
| CPC-SAMLabeled ratio=5%, Specialist available=false2026.01 | 37.62 | 34.11 | |
| CPC-SAMLabeled ratio=10%, Specialist available=false2026.01 | 33.53 | 31.67 | |
| MedSAMLabeled ratio=10%, Specialist available=false2026.01 | 23.45 | 17.18 | |
| SAM-Med2DLabeled ratio=10%, Specialist available=false2026.01 | 15.44 | 9.39 | |
| SAM-Med2DLabeled ratio=5%, Specialist available=false2026.01 | 13.09 | 7.7 | |
| MedSAMLabeled ratio=5%, Specialist available=false2026.01 | 12.38 | 15.65 |