Fraud Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
83.72AUC
16
Feb 26, 2026
0.82AUC
16
Feb 26, 2026
0.66F1 Score
15
Feb 26, 2026
89F1 Score
15
Feb 26, 2026
77.95Macro F1 Score
15
Feb 26, 2026
84.23Macro F1 Score
15
Feb 26, 2026
83.21Macro F1 Score
15
Feb 26, 2026
0.951Precision
12
Jul 2, 2026
69.9Balanced Acc
12
Feb 26, 2026
92.47F1-macro
11
Feb 26, 2026
91.12F1-macro
11
Feb 26, 2026
91.3F1-macro
10
Feb 26, 2026
0.951AUC
10
Feb 26, 2026
0.897AUC
10
Feb 26, 2026
0.33Average Cumulative Reward (300 Frauds)
9
Mar 17, 2026
76.16AUC
9
Feb 26, 2026
99.79AUROC
8
Jun 25, 2026
1Baseline Performance Score
8
Mar 17, 2026
72Performance Score
8
Mar 17, 2026
1Performance
8
Mar 17, 2026
84AUC
8
Feb 26, 2026
94.06AUC
7
Jun 11, 2026
53.1Recall @ 1% FPR
7
Feb 26, 2026
95.45F1 Score
6
Jun 9, 2026
96.57F1 Score
6
Jun 9, 2026