Fraud Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.02Cross Entropy Loss
40
May 13, 2026
97.89AUC
38
Mar 11, 2026
1Accuracy
37
May 21, 2026
99.08AUC
35
Mar 11, 2026
99F1 Score
29
Feb 26, 2026
90.23F1-macro
26
Jun 29, 2026
91.83Recall
26
Jul 2, 2026
91.39Precision
21
Apr 15, 2026
82F1
21
Jun 9, 2026
0.97Average Cumulative Reward
18
Mar 17, 2026
0.93Average Cumulative Reward
18
Mar 17, 2026
90Average Cumulative Reward
18
Mar 17, 2026
38.4Max F1
17
Apr 3, 2026
50Max F1 Score
17
Apr 3, 2026
80.5F1 Score
17
Apr 3, 2026
0.94AUC
16
Jun 29, 2026
0.832AUC
16
Jun 29, 2026
0.95AUC
16
Jun 29, 2026
100Performance
16
Mar 17, 2026
0.962AUC
16
Feb 26, 2026
95.63AUC
16
Feb 26, 2026
95.41AUC
16
Feb 26, 2026
95.44AUC
16
Feb 26, 2026
83.54AUC
16
Feb 26, 2026
0.823AUC
16
Feb 26, 2026