Fetal Abdomen Segmentation on F-Abd
93.24DSCSwin-Unet
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Swin-UnetEvaluation Setting=FS, # Labeled=1084 (100%), # Unlabeled=-2026.06 | 93.24 | 87.55 | 15.64 | 6.24 | 0 | |
| UNeXtEvaluation Setting=FS, # Labeled=1084, # Unlabeled=-2026.06 | 88.74 | 80.42 | 44.87 | 14.94 | 0 | |
| CPSEvaluation Setting=SSL, # Labeled=93 (10%), # Unlabeled=991 (90%)2026.06 | 76.32 | 63.93 | 75.38 | 29.19 | 0.081 | |
| DACLEvaluation Setting=SSL, # Labeled=93 (10%), # Unlabeled=991 (90%)2026.06 | 75.15 | 61.84 | 49.49 | 21.64 | — | |
| MTEvaluation Setting=SSL, # Labeled=93 (10%), # Unlabeled=991 (90%)2026.06 | 73.51 | 61.76 | 58.42 | 23.07 | 0.05 | |
| DCTEvaluation Setting=SSL, # Labeled=93 (10%), # Unlabeled=991 (90%)2026.06 | 73.43 | 60.73 | 59.17 | 23.95 | 0.021 | |
| LMCTEvaluation Setting=SSL, # Labeled=93 (10%), # Unlabeled=991 (90%)2026.06 | 73.21 | 60.21 | 73.43 | 29.2 | 0.002 | |
| CTCTEvaluation Setting=SSL, # Labeled=93 (10%), # Unlabeled=991 (90%)2026.06 | 72.88 | 59.19 | 75.89 | 31.93 | 0 | |
| ICTEvaluation Setting=SSL, # Labeled=93 (10%), # Unlabeled=991 (90%)2026.06 | 71.59 | 58.96 | 72.4 | 29.81 | 0 | |
| PCPCSEvaluation Setting=SSL, # Labeled=93 (10%), # Unlabeled=991 (90%)2026.06 | 70.61 | 56.48 | 82.46 | 35.17 | 0 | |
| DACLEvaluation Setting=SSL, # Labeled=29 (5%), # Unlabeled=1055 (95%)2026.06 | 66.53 | 51.43 | 74.43 | 35.14 | — | |
| DSTCTEvaluation Setting=SSL, # Labeled=93 (10%), # Unlabeled=991 (90%)2026.06 | 64.63 | 50.45 | 61.58 | 29.28 | 0 | |
| CPSEvaluation Setting=SSL, # Labeled=29 (5%), # Unlabeled=1055 (95%)2026.06 | 64.43 | 48.87 | 101.61 | 43.05 | 0 | |
| CTCTEvaluation Setting=SSL, # Labeled=29 (5%), # Unlabeled=1055 (95%)2026.06 | 63.77 | 48.8 | 100.05 | 42.62 | 0 | |
| PCPCSEvaluation Setting=SSL, # Labeled=29 (5%), # Unlabeled=1055 (95%)2026.06 | 63.64 | 49.02 | 90.13 | 38.96 | 0 | |
| ICTEvaluation Setting=SSL, # Labeled=29 (5%), # Unlabeled=1055 (95%)2026.06 | 63.14 | 47.87 | 125.01 | 50.59 | 0 | |
| LMCTEvaluation Setting=SSL, # Labeled=29 (5%), # Unlabeled=1055 (95%)2026.06 | 62.06 | 46.34 | 99.34 | 42.25 | 0 | |
| MTEvaluation Setting=SSL, # Labeled=29 (5%), # Unlabeled=1055 (95%)2026.06 | 61.78 | 46.1 | 112.61 | 46.12 | 0 | |
| DCTEvaluation Setting=SSL, # Labeled=29 (5%), # Unlabeled=1055 (95%)2026.06 | 61.22 | 45.98 | 113.36 | 47.17 | 0 | |
| DSTCTEvaluation Setting=SSL, # Labeled=29 (5%), # Unlabeled=1055 (95%)2026.06 | 58.89 | 43.09 | 90.86 | 43.11 | 0 |