Method | KDDCUP | Thyroid | ||||
Precision | Recall | F1 | Precision | Recall | F1 | |
OC-SVM | 0.7457 | 0.8523 | 0.7954 | 0.3639 | 0.4239 | 0.3887 |
DSEBM-r | 0.8744 | 0.8414 | 0.8575 | 0.0400 | 0.0403 | 0.0403 |
DSEBM-e | 0.2151 | 0.2180 | 0.2170 | 0.1319 | 0.1319 | 0.1319 |
DAGMM | 0.9297 | 0.9442 | 0.9369 | 0.4766 | 0.4834 | 0.4782 |
AnoGAN | 0.8786 | 0.8297 | 0.8865 | 0.0412 | 0.0430 | 0.0421 |
ALAD | 0.9427 | 0.9577 | 0.9501 | 0.3196 | 0.3333 | 0.3263 |
AEDE | 0.9840 | 0.9655 | 0.9710 | 0.7934 | 0.7849 | 0.7891 |
Method | Arrhythmia | KDDCUP-Rev | ||||
Precision | Recall | F1 | Recall | Precision | F1 | |
OC-SVM | 0.5397 | 0.4082 | 0.4581 | 0.7148 | 0.9940 | 0.8316 |
DSEBM-r | 0.4286 | 0.5000 | 0.4615 | 0.2036 | 0.2036 | 0.2036 |
DSEBM-e | 0.4643 | 0.4645 | 0.4643 | 0.2212 | 0.2213 | 0.2213 |
DAGMM | 0.4909 | 0.5078 | 0.4983 | 0.9370 | 0.9390 | 0.9380 |
AnoGAN | 0.4118 | 0.4375 | 0.4242 | 0.8422 | 0.8305 | 0.8363 |
ALAD | 0.5000 | 0.5313 | 0.5152 | 0.9547 | 0.9678 | 0.9612 |
AEDE | 0.8461 | 0.8333 | 0.8396 | 0.9890 | 0.9889 | 0.9890 |