Ultrasound Image Segmentation on DDTI
89.26DiceSwitch
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SwitchParams=1.8 M, Labeled Ratio=50%2026.03 | 89.26 | 81.12 | 20.32 | 7.18 | |
| SwitchParams=1.8 M, Labeled Ratio=35%2026.03 | 88.7 | 80.3 | 22.64 | 7.8 | |
| U-NetParams=1.8 M, Labeled Ratio=100%2026.03 | 87.95 | 78.99 | 24.54 | 8.34 | |
| SwitchParams=1.8 M, Labeled Ratio=20%2026.03 | 87.78 | 78.97 | 23.93 | 8.44 | |
| SwitchParams=1.8 M, Labeled Ratio=5%2026.03 | 85.52 | 75.46 | 28.08 | 10.18 | |
| SwitchParams=1.8 M, Labeled Ratio=10%2026.03 | 85.39 | 75.49 | 29.45 | 10.67 | |
| β-FFTParams=3.6 M, Labeled Ratio=10%2026.03 | 85.23 | 75.06 | 28.17 | 10.25 | |
| ABDParams=3.6 M, Labeled Ratio=10%2026.03 | 84.9 | 74.63 | 30.64 | 11.1 | |
| ABDParams=3.6 M, Labeled Ratio=5%2026.03 | 84.82 | 74.47 | 27.41 | 10.62 | |
| U-NetParams=1.8 M, Labeled Ratio=20%2026.03 | 84.47 | 73.69 | 30 | 11.01 | |
| β-FFTParams=3.6 M, Labeled Ratio=5%2026.03 | 83.76 | 72.72 | 28.32 | 10.76 | |
| BCPParams=1.8 M, Labeled Ratio=10%2026.03 | 82.62 | 71.22 | 32.82 | 12.78 | |
| MC-NetParams=3.8 M, Labeled Ratio=10%2026.03 | 82.21 | 70.58 | 34.78 | 12.95 | |
| BCPParams=1.8 M, Labeled Ratio=5%2026.03 | 82.07 | 70.3 | 31.52 | 12.62 | |
| SS-NetParams=1.8 M, Labeled Ratio=10%2026.03 | 81.89 | 69.92 | 35.09 | 13.16 | |
| U-NetParams=1.8 M, Labeled Ratio=10%2026.03 | 81.39 | 69.36 | 37.17 | 13.75 | |
| MC-NetParams=3.8 M, Labeled Ratio=5%2026.03 | 80.88 | 68.49 | 32.89 | 13.16 | |
| UA-MTParams=1.8 M, Labeled Ratio=10%2026.03 | 79.88 | 67.19 | 40.33 | 14.9 | |
| MTParams=1.8 M, Labeled Ratio=10%2026.03 | 79.81 | 67.22 | 40.03 | 14.85 | |
| CCTParams=3.7 M, Labeled Ratio=10%2026.03 | 78.31 | 65.52 | 45.41 | 17.97 | |
| CCTParams=3.7 M, Labeled Ratio=5%2026.03 | 77.5 | 64.25 | 45.57 | 18.79 | |
| U-NetParams=1.8 M, Labeled Ratio=5%2026.03 | 76.31 | 62.51 | 39.49 | 15.64 | |
| UA-MTParams=1.8 M, Labeled Ratio=5%2026.03 | 76.17 | 62.39 | 42.08 | 16.23 | |
| SS-NetParams=1.8 M, Labeled Ratio=5%2026.03 | 75.99 | 62.15 | 39.59 | 15.13 | |
| MTParams=1.8 M, Labeled Ratio=5%2026.03 | 75.74 | 61.83 | 41.05 | 15.89 |