Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Fraud dataset and benchmarks · SOTA2 Research

Research Datasets

Fraud

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Anomaly Detection

Fraud

0.925AUC-PR

31

Mislabel Detection

fraud

95.2AUROC

17

Identifying mislabeled points

fraud

52F1 Score

12

Identifying mislabeled points

fraud

39Precision

12

Identifying mislabeled points

fraud

77Recall

12

Anomaly Detection

Fraud Synthetic (full stream)

0.821G-mean

11

Anomaly Detection

Fraud Synthetic

99.8Specificity

11

Anomaly Detection

Fraud

75.5Recall

11

Anomaly Detection

fraud Out-of-Domain

63.25F1 Score

10

Anomaly Detection

Fraud Tabular

0.932AUROC

9

Binary Classification

Fraud (holdout test)

0.003BCEL

7

Anomaly Detection

Fraud Stationary

96.2AUC

6

Fraud 0.17% imbalance, 5 seeds (test)

1AUC

5

Text2Cypher generation

Fraud

69Q@1

5

fraud

0.2Valuation Runtime (s)

5

Tabular Perception

Fraud

91.3F1 Score

4

Fraud Detection

Fraud

86.88Accuracy

3

Verifiable Data Valuation

fraud

13.9Proving Time (s)

3

Popular tasks

Anomaly Detection Identifying mislabeled points Classification Binary Classification Fraud Detection

Follow for updates

Join SOTA2 Contact