MSK MRI Segmentation on Thigh 2D T1ax 50
0.9151Dice ScoreMedSAM
Evaluation Results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MedSAMEvaluation Protocol=Fine-tuned2025.01 | 0.9151 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| mskSAMEvaluation Protocol=Fine-tuned2025.01 | 0.9121 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| mskSAM2Evaluation Protocol=Fine-tuned2025.01 | 0.9012 | 0.9365 | 0.9222 | 0.8945 | 0.8515 | 0.9012 | 0.8515 | 0.9637 | 0.9414 | 0.8906 | 0.9537 | 0.8947 | 0.9407 | 0.942 | 0.8945 | |
| SAM2Evaluation Protocol=Base2025.01 | 0.8425 | 0.8759 | 0.8827 | 0.8481 | 0.7634 | 0.8425 | 0.7634 | 0.9383 | 0.8584 | 0.8215 | 0.9438 | 0.7752 | 0.9059 | 0.9018 | 0.8481 | |
| SAMEvaluation Protocol=Base2025.01 | 0.8311 | 0.9031 | 0.8596 | 0.847 | 0.7145 | 0.8311 | 0.7145 | 0.9441 | 0.9091 | 0.7863 | 0.9329 | 0.8381 | 0.9168 | 0.9075 | 0.847 | |
| MedSAMEvaluation Protocol=Base2025.01 | 0.5804 | 0.7644 | 0.6092 | 0.5951 | 0.3528 | 0.5804 | 0.3528 | 0.7819 | 0.7921 | 0.3147 | 0.9037 | 0.6359 | 0.8198 | 0.7923 | 0.5951 | |
| mixed_Muscle_SAMEvaluation Protocol=Fine-tuned2025.01 | — | — | — | — | — | 0.9193 | 0.898 | 0.9669 | 0.9512 | 0.9022 | 0.953 | 0.9061 | 0.9415 | 0.9433 | 0.91 |