Multi-organ Segmentation on Synapse-CT 3-volume (train)
90.82Spleen DiceOFL-SAM2
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| OFL-SAM2Prompting Strategy=prompt-free, Backbone=SAM2 base2025.12 | 90.82 | 91.28 | 90.24 | 73.54 | 91.27 | 72.19 | 89.1 | 61.75 | 82.52 | 8.22 | |
| H-SAMPrompting Strategy=prompt-free, Backbone=SAM2025.12 | 89.53 | 83.74 | 85.1 | 71.4 | 93.59 | 76.65 | 84.99 | 56.86 | 80.12 | 13.77 | |
| SurgicalSAMPrompting Strategy=prompt-free, Backbone=SAM2025.12 | 87.86 | 86.19 | 87.38 | 71.39 | 85.95 | 65.5 | 86.29 | 48.86 | 77.43 | 16.21 | |
| FATE-SAM2Prompting Strategy=prompt-free, Backbone=SAM2 base2025.12 | 86.34 | 90.64 | 89.56 | 69.69 | 82.35 | 59.25 | 87.16 | 46.08 | 76.38 | 18.33 | |
| FS-MedSAM2Prompting Strategy=prompt-free, Backbone=SAM2 base2025.12 | 86.11 | 89.91 | 89.12 | 69.8 | 81.72 | 58.53 | 86.63 | 45.88 | 75.96 | 18.9 | |
| SAMedPrompting Strategy=prompt-free, Backbone=SAM2025.12 | 86.07 | 82.4 | 82.92 | 63.75 | 92.42 | 67.65 | 79.07 | 52.54 | 75.84 | 19.15 | |
| 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 |