Multi-organ Segmentation on Synapse-CT 2-volume (train)
90.11Spleen DiceOFL-SAM2
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| OFL-SAM2Prompting Strategy=prompt-free, Backbone=SAM2 base2025.12 | 90.11 | 90.43 | 89.62 | 72.64 | 90.52 | 71.59 | 88.45 | 61.17 | 81.81 | 9.1 | |
| H-SAMPrompting Strategy=prompt-free, Backbone=SAM2025.12 | 88.28 | 82.79 | 84 | 69.95 | 91.99 | 75.85 | 83.68 | 55.71 | 79.03 | 15.32 | |
| SurgicalSAMPrompting Strategy=prompt-free, Backbone=SAM2025.12 | 87.03 | 85.31 | 86.72 | 70.44 | 85.18 | 64.77 | 85.46 | 47.98 | 76.61 | 17.42 | |
| FATE-SAM2Prompting Strategy=prompt-free, Backbone=SAM2 base2025.12 | 85.49 | 89.59 | 88.61 | 68.59 | 81.6 | 58.55 | 86.01 | 45.28 | 75.47 | 19.1 | |
| FS-MedSAM2Prompting Strategy=prompt-free, Backbone=SAM2 base2025.12 | 85.37 | 89.14 | 88.3 | 68.67 | 80.88 | 57.91 | 85.78 | 45.27 | 75.16 | 20.28 | |
| SAMedPrompting Strategy=prompt-free, Backbone=SAM2025.12 | 84.62 | 80.7 | 81.57 | 62.6 | 90.44 | 66.33 | 77.5 | 51.46 | 74.41 | 21.49 | |
| SAM2Prompting Strategy=mask prompt, Backbone=SAM2 base2025.12 | 78.24 | 82.67 | 77.94 | 66.42 | 75.59 | 72.35 | 68.76 | 48.31 | 71.29 | 24.08 |