Table 6 Performance evaluated over the MClass-D dataset using different thresholds. In bold, three models achieve high efficiency, especially BLF that reaches SPE 93.8% with SEN 90%.
SEN % THRES | SPE % | SPE % THRES | SEN % | ||||||
|---|---|---|---|---|---|---|---|---|---|
ORI | BON | BLF | SOTA | ORI | BON | BLF | SOTA | ||
100.0 | 37.5 | 37.5 | 63.7 | – | 100.0 | 45.0 | 40.0 | 15.0 | – |
95.0 | 75.5 | 70.0 | 67.5 | – | 95.0 | 75.0 | 65.0 | 85.0 | – |
90.0 | 82.5 | 77.5 | 93.8 | – | 90.0 | 80.0 | 80.0 | 90.0 | – |
85.0 | 83.8 | 82.5 | 96.2 | – | 85.0 | 80.0 | 80.0 | 90.0 | – |
80.0 | 90.0 | 90.0 | 96.2 | – | 80.0 | 90.0 | 85.0 | 90.0 | – |
76.7 | 90.0 | 90.0 | 96.2 | – | 69.2 | 95.0 | 95.0 | 90.0 | 84.5 |
74.1 | 96.2 | 92.5 | 97.5 | 86.5 | 60.0 | 95.0 | 95.0 | 100.0 | 87.5 |
