Medical Image Segmentation on UDIAT zero-shot cross-dataset (test)
75.77DiceTransUNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TransUNetzero-shot=true, training_dataset=BUSI2026.06 | 75.77 | 25.34 | |
| UltraSeg-130Kzero-shot=true, training_dataset=BUSI2026.06 | 73.34 | 35.43 | |
| UltraSeg-500Kzero-shot=true, training_dataset=BUSI2026.06 | 72.38 | 35.92 | |
| EGE-UNetzero-shot=true, training_dataset=BUSI2026.06 | 68.32 | 57.76 | |
| Att-UNetzero-shot=true, training_dataset=BUSI2026.06 | 64.65 | 36.67 | |
| UNetzero-shot=true, training_dataset=BUSI2026.06 | 64.53 | 44.68 | |
| UNeXtzero-shot=true, training_dataset=BUSI2026.06 | 53.22 | 50.22 | |
| UNet++zero-shot=true, training_dataset=BUSI2026.06 | 52.42 | 57.59 | |
| LB-UNetzero-shot=true, training_dataset=BUSI2026.06 | 51.21 | 81.11 | |
| UNet-Medium-DSzero-shot=true, training_dataset=BUSI2026.06 | 48.59 | 65.16 | |
| MobileUNetzero-shot=true, training_dataset=BUSI2026.06 | 45.3 | 90.26 | |
| UNet-Small-DSzero-shot=true, training_dataset=BUSI2026.06 | 42.2 | 91.32 | |
| FastSCNNzero-shot=true, training_dataset=BUSI2026.06 | 27.74 | 146.06 |