AD
Benchmarks
TaskDatasetSOTA resultTrendResults
AD
79.12Accuracy
26
AD
87.4Accuracy
17
AD
85.4Accuracy
16
ad
93.43ROC-AUC
14
ad
86.82PR-AUC
14
AD
81.8Balanced Accuracy
13
AD
26.3Minority Class Percentage
13
AD
0.321DCR Baseline Protection
12
AD
51.3Success Rate
12
AD
0.916Column Pair Trends Score
12
AD
0.901DCR Overfitting Protection
12
AD
0.972Column Shapes Score
12
AD
84.22Entity F1
10
Ad (test)
61.55MAP@5
10
Ad
70.38N@5
9
Ad-60W
71.32V-Measure
9
AD
0.095ARI
8
AD (test)
0.69Recall@1
8
AD 1% labels (test)
88.22Accuracy
7
AD 10% labels (test)
91.43Accuracy
7
AD 100% labels (test)
84.5Accuracy
7
AD
81.5Macro F1
6
AD unbalanced (test)
88.22Accuracy
6
AD (test)
0.91AUROC
4
AD
101DCR
4