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Papers Benchmarks Datasets Tasks

Optdigits dataset and benchmarks · SOTA2 Research

Research Datasets

Optdigits

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Tabular Anomaly Detection

Optdigits

1AUC-ROC

55

Anomaly Detection

optdigits

84.24AUPRC

43

Outlier Detection

Optdigits

0.999AUC-ROC

33

Outlier Detection

Optdigits

98.5AP

22

Outlier Detection

Optdigits

0.999AUC

20

Anomaly Detection

Optdigits

0.997AUC-ROC

17

Binary Classification

Optdigits UCI (test)

98.7Accuracy

17

Outlier Detection

optdigits ADBench

87.22AUROC

17

Outlier Detection

optdigits (Group I)

0.872AUROC

14

Tabular Anomaly Detection

optdigits

47.33F1 Score

13

Stationary Clustering

OptDigits

0.9ARI

13

Binary Classification

Optdigits (test)

97.6AUC

13

Outlier Detection

Optdigits

0.985AUC-PR

11

Anomaly Detection

optdigits In-Domain

84F1 Score

10

optdigits

1.907DBI

10

Outlier Detection

optdigits

74.67Precision-s

9

Optdigits pi+=0.8 UCI (test)

98.7Accuracy

9

Optdigits pi+=0.5 UCI (test)

98.8Accuracy

9

Optdigits (pi+=0.2) UCI (test)

99Accuracy

9

OptDigits

98.88Accuracy

8

Nonstationary backward transfer

OptDigits

0.063BWT-ARI

7

Incremental Clustering

OptDigits

71.2Average Incremental ARI

7

OptDigits

0.724ARI

7

Outlier Detection

optdigits (full)

6.67Recall

7

Multiclass Classification

optdigits

98.5Accuracy

5

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