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Comparison of the TV-Unet model performance with other recent methods in terms of Sensitivity, Specificity and DSC for pathologic regions on COVID-SemiSeg dataset. Best performance is shown in bold font.
| Model | Sensitivity | Specificity | Dice Score |
|---|---|---|---|
| Unet+ | 0.672 | 0.902 | 0.518 |
| Inf-Net | 0.692 | 0.943 | 0.682 |
| Semi-Inf-Net | 0.725 | 0.960 | 0.739 |
| TV-Unet | 0.808 | 0.960 | 0.801 |
