Medical Image Segmentation on DDTI zero-shot cross-dataset (test)
73.66Dice ScoreUltraSeg-130K
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UltraSeg-130Kzero-shot=true, training_dataset=TN3K2026.06 | 73.66 | 41.21 | |
| UltraSeg-500Kzero-shot=true, training_dataset=TN3K2026.06 | 73.23 | 41.5 | |
| TransUNetzero-shot=true, training_dataset=TN3K2026.06 | 73.18 | 38.06 | |
| EGE-UNetzero-shot=true, training_dataset=TN3K2026.06 | 64.11 | 66.64 | |
| UNet-Medium-DSzero-shot=true, training_dataset=TN3K2026.06 | 60.67 | 50.69 | |
| LB-UNetzero-shot=true, training_dataset=TN3K2026.06 | 60.33 | 52.33 | |
| Att-UNetzero-shot=true, training_dataset=TN3K2026.06 | 58.19 | 56.21 | |
| UNetzero-shot=true, training_dataset=TN3K2026.06 | 57.96 | 50.53 | |
| UNeXtzero-shot=true, training_dataset=TN3K2026.06 | 56.87 | 53.02 | |
| UNet++zero-shot=true, training_dataset=TN3K2026.06 | 47.29 | 69.63 | |
| MobileUNetzero-shot=true, training_dataset=TN3K2026.06 | 43.33 | 69.01 | |
| UNet-Small-DSzero-shot=true, training_dataset=TN3K2026.06 | 27.38 | 93.49 | |
| FastSCNNzero-shot=true, training_dataset=TN3K2026.06 | 21.25 | 117.83 |