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Table 1

Average AUC values of different detection methods on all datasets.

Method Before dimensionality reduction After dimensionality reduction
Median filtering SSDC Per-Pixel method Hyres
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

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