Open Access
Table 3
Model performance (F2 score) after fine-tuning when varying the SSL loss function for a ResNet34 backbone.
| Performance | ℒrecon | ℒcon | ℒrecon + ℒcon |
|---|---|---|---|
| Anomaly detection | 0.88 ± 0.03 | 0.92 ± 0.01 | 0.93 + 0.01 |
| Classification | 0.85 ± 0.07 | 0.87 ± 0.05 | 0.89 ± 0.06 |
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