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Number of parameters for each of the networks examined in this study. The percentage of less parameters (Percent Less) is measured relative to the number of parameters in U-Net.
| Method | Parameters | Percent Less |
|---|---|---|
| U-Net | 31.0 M | 0.00 % Baseline (100 %) |
| P-HNN | 14.7 M | 52.58 47.42 % |
| Tiramisu | 9.4 M | 69.68 30.32 % |
| Baseline SegCaps | 1.7 M | 94.52 5.48 % |
| SegCaps | 1.4 M | 95.48 4.52 % |
