Fetal Head Segmentation on ES-TCB
96.96DSCSwin-Unet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Swin-UnetAL Strategy=N/A, # Labeled=100%2026.01 | 96.96 | 14.91 | |
| SSL-EGADAL Strategy=EGAD, # Labeled=2% × 52026.01 | 96.21 | 25.74 | |
| CEALAL Strategy=Entropy, # Labeled=2% × 52026.01 | 95.4 | 42.24 | |
| LCMTAL Strategy=Random, # Labeled=2% × 52026.01 | 95.35 | 36.39 | |
| LCMTAL Strategy=N/A, # Labeled=10%2026.01 | 95.15 | 39.32 | |
| PCCSAL Strategy=N/A, # Labeled=10%2026.01 | 94.83 | 44.11 | |
| UNeXtAL Strategy=N/A, # Labeled=100%2026.01 | 94.69 | 45.57 | |
| CEALAL Strategy=Entropy, # Labeled=1% × 52026.01 | 94.5 | 48.82 | |
| CTCTAL Strategy=N/A, # Labeled=10%2026.01 | 94.38 | 43.69 | |
| SSL-EGADAL Strategy=EGAD, # Labeled=1% × 52026.01 | 94.04 | 41.43 | |
| DCTAL Strategy=N/A, # Labeled=10%2026.01 | 93.93 | 45.07 | |
| MTAL Strategy=N/A, # Labeled=10%2026.01 | 93.2 | 48.22 | |
| UAMTAL Strategy=N/A, # Labeled=10%2026.01 | 93.07 | 50.9 | |
| CPSAL Strategy=N/A, # Labeled=10%2026.01 | 92.79 | 50.15 | |
| LCMTAL Strategy=N/A, # Labeled=5%2026.01 | 92.7 | 47.38 | |
| LCMTAL Strategy=Random, # Labeled=1% × 52026.01 | 91.84 | 57.59 | |
| CPSAL Strategy=N/A, # Labeled=5%2026.01 | 91.42 | 51.15 | |
| PCCSAL Strategy=N/A, # Labeled=5%2026.01 | 91.38 | 50.36 | |
| CTCTAL Strategy=N/A, # Labeled=5%2026.01 | 90.88 | 53.38 | |
| MTAL Strategy=N/A, # Labeled=5%2026.01 | 90.81 | 58.83 | |
| DCTAL Strategy=N/A, # Labeled=5%2026.01 | 90.76 | 56.11 | |
| UAMTAL Strategy=N/A, # Labeled=5%2026.01 | 89.98 | 59.39 |