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Papers Benchmarks Datasets Tasks

creditcard dataset and benchmarks · SOTA2 Research

Research Datasets

creditcard

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Binary Classification

CreditCard 0.2%

78.7PR AUC

36

Binary classification

Creditcard

97.97Accuracy

24

Time Series Anomaly Detection

Creditcard

95.66AUC-R

13

Identifying mislabeled points

creditcard

15F1 Score

12

Identifying mislabeled points

creditcard

11AUC-ROC

12

Identifying mislabeled points

creditcard

11Precision

12

Identifying mislabeled points

creditcard

23Recall

12

Point-level mislabeled data detection

creditcard

40AUCPR

7

creditcard

0.54Valuation Runtime (s)

5

Mislabel Detection

creditcard

0.724AUROC

5

Training Efficiency

CreditCard

0.02Wall-time (ms)

4

Verifiable Data Valuation

creditcard

23.2Proving Time (s)

3

CreditCard

99.4AUC

2

Cell-level outlier detection

creditcard

0.72AUC

2

Popular tasks

Identifying mislabeled points Binary Classification Classification Time Series Anomaly Detection Training Efficiency

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