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