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Papers Benchmarks Datasets Tasks

COVER dataset and benchmarks · SOTA2 Research

Research Datasets

COVER

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Anomaly Detection

Cover

13AUC-PR

34

Pixel-level Manipulation Detection

COVER

83.2F1 Score

34

Outlier Detection

cover (historical)

98.04AUROC

17

Outlier Detection

cover (Group II)

93.52AUROC

14

Image-level manipulation detection

COVER

73.1AUC

14

Anomaly Detection

cover Out-of-Domain

81F1 Score

10

Multi-class Classification

Cover holdout (test)

0.579CEL

5

Image Manipulation Detection

COVER (test)

31.7Com-F1

5

Image Manipulation Localization

COVER

75.7F1 Score

5

Popular tasks

Anomaly Detection Outlier Detection Multi-class classification Image Manipulation Localization Image Manipulation Detection

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