Surgical Instrument Segmentation on Autolaparo
0.8441Mean Dice CoefficientOFL-SAM2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OFL-SAM2Training set=10%2025.12 | 0.8441 | 11.04 | |
| OFL-SAM2Training set=5%2025.12 | 0.8378 | 11.88 | |
| SurgicalSAMTraining set=10%2025.12 | 0.8304 | 12.33 | |
| H-SAMTraining set=10%2025.12 | 0.828 | 12.76 | |
| SurgicalSAMTraining set=5%2025.12 | 0.8076 | 13.32 | |
| H-SAMTraining set=5%2025.12 | 0.8022 | 14.48 | |
| FATE-SAM2Training set=10%2025.12 | 0.8021 | 13.98 | |
| FATE-SAM2Training set=5%2025.12 | 0.7966 | 14.57 | |
| FS-MedSAM2Training set=10%2025.12 | 0.7964 | 14.36 | |
| FS-MedSAM2Training set=5%2025.12 | 0.7894 | 15.12 | |
| SAMedTraining set=10%2025.12 | 0.7883 | 15.46 | |
| SAMedTraining set=5%2025.12 | 0.7636 | 17.64 | |
| SAM2 (mask)Training set=None2025.12 | 0.7463 | 19.02 |