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Final validation metric value (VMV) obtained after the learning paradigm optimisation phase compared to the initial VMV obtained after the pre-processing and data augmentation phase.
| Model | Initial VMV | Final VMV | Difference |
|---|---|---|---|
| nnFormer | 70.4 | 69.7 | −0.7 |
| nnUNet | 69.7 | 70.9 | +1.2 |
| SegmentationNet | 66.3 | 65.2 | −1.1 |
| Swin-UNETR | 63.2 | 62.8 | −0.4 |
| TransBTS | 60.4 | 66.4 | +6.0 |
| UNETR | 43.8 | 45.8 | +2.0 |
| VT-UNet | 61.1 | 58.5 | −2.6 |
| Average | 62.1 ± 8.3 | 62.8 ± 7.9 | +0.6 |
