Table 2.
Performance of DPN92-Unet and its variant network.
| Model | Dropout | Uncertainty loss | Unlabeled data (%) | Die | Jaccard |
|---|---|---|---|---|---|
| DPN92-Unet | 0 | 86.8 | 83.9 | ||
| DPN92-Unet | ✔ | 0 | 87.2 | 84.5 | |
| DPN92-Unet | ✔ | 0 | 87.0 | 84.0 | |
| UctyMT | ✔ | ✔ | 10 | 87.4 | 84.7 |
| UctyMT | ✔ | ✔ | 20 | 88.1 | 85.4 |
| UctyMT | ✔ | ✔ | 30 | 88.7 | 86.0 |
| UctyMT | ✔ | ✔ | 50 | 89.0 | 86.2 |
| UctyMT | ✔ | ✔ | 100 | 89.1 | 86.2 |