Ultrasound Image Segmentation on TN3K (unseen)
62.09DiceFreqDINO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FreqDINOGeneralization=unseen dataset2025.12 | 62.09 | 51.94 | 108.01 | |
| Med-SAGeneralization=unseen dataset2025.12 | 60.7 | 50.78 | 114.03 | |
| UltraSamGeneralization=unseen dataset2025.12 | 60.7 | 45.96 | 139.39 | |
| SAM2Generalization=unseen dataset2025.12 | 56.55 | 45.73 | 126.79 | |
| SAMGeneralization=unseen dataset2025.12 | 55.7 | 45.13 | 129.99 | |
| nnU-NetGeneralization=unseen dataset2025.12 | 54.94 | 45.33 | 120.33 | |
| SAM2-AdapterGeneralization=unseen dataset2025.12 | 54.28 | 44.5 | 126.73 | |
| MedSAMGeneralization=unseen dataset2025.12 | 52.56 | 41.67 | 133.25 | |
| TransUNetGeneralization=unseen dataset2025.12 | 45.36 | 34.5 | 146.66 | |
| MADGNetGeneralization=unseen dataset2025.12 | 43.28 | 33.35 | 145.23 | |
| EMCADGeneralization=unseen dataset2025.12 | 42.17 | 31.96 | 135.77 | |
| AAU-NetGeneralization=unseen dataset2025.12 | 41.73 | 32.36 | 142.91 | |
| UNextGeneralization=unseen dataset2025.12 | 41.56 | 31.93 | 153.47 | |
| UNetGeneralization=unseen dataset2025.12 | 35.38 | 24.85 | 188.5 |