Ultrasound Image Segmentation on BUSI 1.0 (test)
86.52DiceFreqDINO
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FreqDINOEncoder=Frozen DINOv32025.12 | 86.52 | 78.49 | 39.63 | |
| nnU-Net2025.12 | 84.8 | 76.44 | 46.63 | |
| Med-SA2025.12 | 82.6 | 74.62 | 63.26 | |
| SAM2-Adapter2025.12 | 81.64 | 73.2 | 68.22 | |
| AAU-Net2025.12 | 81.32 | 71.67 | 55.57 | |
| MADGNet2025.12 | 80.09 | 70.03 | 61.49 | |
| SAM22025.12 | 78.52 | 68.56 | 72.29 | |
| SAM2025.12 | 78.42 | 69.76 | 84.81 | |
| UNext2025.12 | 78.32 | 68.53 | 82.62 | |
| UltraSam2025.12 | 75.82 | 66.48 | 94.88 | |
| TransUNet2025.12 | 75.28 | 64.96 | 88.57 | |
| EMCAD2025.12 | 75.13 | 64.98 | 63.58 | |
| UNet2025.12 | 71.22 | 59.58 | 155.55 | |
| MedSAM2025.12 | 70.91 | 60.79 | 107.16 |