JEOS RP ISSN02 | Página 17

12
J. Eur. Opt. Society-Rapid Publ. 21, 31( 2025)
Fig. 9. Detection results on the Holly dataset.
Fig. 10. Detection results on the Jungle dataset.
Table 1. Average AUC values of different detection methods on all datasets. Method
Before dimensionality reduction
Median filtering
After dimensionality reduction SSDC
Per-Pixel method
2S-GLRT
0.6780
0.6842
0.6899
0.6931
0.6640
SMF
0.9196
0.9547
0.9737
0.9709
0.9767
ACE
0.9077
0.9193
0.9050
0.9087
0.9088
HUD
0.9083
0.8800
0.8771
0.8749
0.8722
RGAE
0.8342
0.8136
0.9578
0.9525
0.9505
Auto-AD
0.8959
0.8282
0.7038
0.7615
0.7680
Average
0.8573
0.8467
0.8512
0.8603
0.8567
Hyres