模型 | SMAP | SWaT | MSL | |||||||||
p | r | AUC | F1 | p | r | AUC | F1 | p | r | AUC | F1 | |
CAE_AD_1 | 0.8157 | 0.9999 | 0.9891 | 0.8985 | 0.9545 | 0.6848 | 0.8340 | 0.7975 | 0.9653 | 0.9999 | 0.9820 | 0.9823 |
CAE_AD_2 | 0.8433 | 0.9999 | 0.9910 | 0.9150 | 0.9718 | 0.6957 | 0.8463 | 0.8109 | 0.9735 | 0.9999 | 0.9864 | 0.9866 |
CAE_AD_3 | 0.8122 | 0.9999 | 0.9888 | 0.8963 | 0.9718 | 0.6957 | 0.8463 | 0.8109 | 0.9735 | 0.9999 | 0.9864 | 0.9866 |
CAE_AD | 0.8884 | 0.9999 | 0.9939 | 0.9409 | 0.9739 | 0.6957 | 0.8464 | 0.8116 | 0.9752 | 0.9999 | 0.9872 | 0.9874 |