TABLE V. Effect of the UPL Strategy.
Methods | Accuracy | Precision | Recall | F1-score | Specificity |
---|---|---|---|---|---|
MSE | 83.6 | 76.2 | 46.0 | 57.0 | 95.3 |
MSE (UPL) | 75.6 | 49.3 | 75.3 | 59.4 | 75.7 |
Focal | 76.6 | 53.9 | 65.3 | 57.3 | 80.0 |
Focal (UPL) | 79.4 | 60.8 | 66.0 | 61.5 | 83.5 |
SupCon | 78.6 | 58.0 | 65.3 | 58.9 | 82.7 |
SupCon (UPL) | 80.2 | 59.1 | 66.0 | 61.5 | 84.6 |
Triplet | 81.4 | 58.7 | 75.3 | 65.7 | 83.3 |
Triplet (UPL) | 81.1 | 57.1 | 80.0 | 66.6 | 81.5 |