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Mitochondria segmentation performance on the FIB-SEM dataset.
| Methods | Jaccard (%) | Dice (%) | Conformity (%) | Trainable parameters |
|---|---|---|---|---|
| Rigamonti | 77.6 | – | – | – |
| Lucchi | 86.7 | 90.1 | 83.6 | – |
| 3D U-Net | 87.4 | 93.2 | 85.4 | 7.3M |
| Oztel | 90.7 | – | – | – |
| Ours | 89.1 | 94.2 | 87.6 | 1.1M |
| Ours (without auxiliary outputs) | 88.2 | 93.7 | 86.4 | 1.1M |
| Ours (test-time aug8) | 89.8 | 94.6 | 88.5 | 1.1M |
| Ours (test-time aug16) | 90.0 | 94.7 | 88.7 | 1.1M |
