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Papers Benchmarks Datasets Tasks

LOAN dataset and benchmarks · SOTA2 Research

Research Datasets

LOAN

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Two-sample testing

loan

99.8Power

36

Structured text synthesis

Loan

58.51RoBERTa ROC-AUC

24

loan (val)

97.1AUROC (%)

12

Counterfactual Generation

Loan

306.3Unique Valid Counterfactuals

10

Loan (test)

92.1AUC

9

Correlation Estimation

Loan

6.62Error Rate (%)

8

Column-wise density estimation

Loan

1.21Error Rate

8

Tabular Data Generation

Loan

17.45Training Time (min)

7

Tabular Data Generation

Loan

99Alpha Precision

7

Loan

0.925C2ST Score

7

Distribution Alignment

Loan

0.076MMD

7

Loan

75.3AUROC

7

Privacy Evaluation

Loan

1NRS

5

LOAN

99.51Accuracy

2

Popular tasks

Classification Tabular Data Generation Two-sample testing Counterfactual Generation Detectability

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