List your company
ResearchFormerly WizWand

Anomaly Detection on ADGym (Relative Rank AUCROC)

0.986Relative Rank AUCROCGT
0.170640.382320.5940.80568Sep 27, 2023
Updated 8mo ago

Evaluation results

MethodLinks
GTn_a=52023.090.986
GTn_a=102023.090.982
GTn_a=202023.090.978
ML-ensemble (CatB)n_a=202023.090.685
ML-ensemble (XGB)n_a=102023.090.659
ML-ensemble (CatB)n_a=102023.090.645
ML-ensemble (XGB)n_a=202023.090.64
DL-ensemble (2-stage)n_a=102023.090.635
ML-ensemble (CatB)n_a=52023.090.633
DL-ensemble (2-stage)n_a=202023.090.621
ML-single (XGB)n_a=102023.090.61
DL-ensemble (2-stage)n_a=52023.090.609
ML-ensemble (XGB)n_a=52023.090.605
DL-single (2-stage)n_a=202023.090.601
DL-single (2-stage)n_a=52023.090.598
DL-single (2-stage)n_a=102023.090.594
DL-ensemble (end2end)n_a=102023.090.588
ML-single (CatB)n_a=102023.090.588
ML-single (CatB)n_a=202023.090.587
ML-single (XGB)n_a=202023.090.586
ML-single (XGB)n_a=52023.090.582
DL-ensemble (end2end)n_a=202023.090.581
DL-ensemble (end2end)n_a=52023.090.573
ML-single (CatB)n_a=52023.090.562
DL-single (end2end)n_a=52023.090.551
DL-single (end2end)n_a=102023.090.53
DL-single (end2end)n_a=202023.090.53
SOTAn_a=52023.090.289
RSn_a=52023.090.275
SSn_a=202023.090.244
SOTAn_a=102023.090.243
SSn_a=52023.090.231
SOTAn_a=202023.090.225
RSn_a=102023.090.216
RSn_a=202023.090.215
SSn_a=102023.090.202