Table 2
Significance results for comparing models.
Method | UNet++ | SwinUNet | PE-UNet-D | PE-UNet-I | PE-UNet-L |
---|---|---|---|---|---|
UNet | 0.2881 | 0.0792 | 0.7464 | 0.9803 | 0.0175 |
UNet++ | 0.0060 | 0.8168 | 0.7948 | 0.0061 | |
SwinUNet | 0.0585 | 0.3305 | 0.0031 | ||
PE-UNet-D | 0.8430 | 0.0006 | |||
PE-UNet-I | 0.1676 |
Notes. The table reports p-values obtained from paired t-tests on the DSC metric. A test is run to compare every pair of models. A p-value below 0.05 suggests that the difference in DSC between the two studied architectures is significant with a confidence of 95%. Values in bold are p-values lower than 0.05.
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