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Papers Benchmarks Datasets Tasks

jannis dataset and benchmarks · SOTA2 Research

Research Datasets

jannis

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Binary Classification

Jannis JA

73.32Accuracy

9

jannis

27.01Classification Error

8

jannis

0.83Cohen's Kappa

8

Point-level mislabeled data detection

jannis

38AUCPR

7

jannis

65.287Balanced Accuracy

7

Rashomon set approximation

Jannis 106

100Recall

4

Counterfactual Explanation

Jannis (test)

40.4Mean L1 Distance

4

Decision Tree Rashomon Set construction

Jannis

327.54Runtime (s)

3

Tabular Classification

Jannis

70Accuracy

3

Cell-level outlier detection

jannis

0.83AUC

2

Model Allocation

Jannis

79AUC

1

Popular tasks

Classification Binary Classification Tabular Classification Counterfactual Explanation Rashomon Set Approximation

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