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Papers Benchmarks Datasets Tasks

Real-IAD dataset and benchmarks · SOTA2 Research

Research Datasets

Real-IAD

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Anomaly Localization

Real-IAD

98.9P-AUROC

43

Anomaly Detection

Real-IAD multi-class

80.4mAD

38

Anomaly Detection

Real-IAD

0.883AUROC (Image-level)

26

Pixel-level Anomaly Detection

Real-IAD

99.1AUROC

22

Image-level Anomaly Detection

Real-IAD

89AUROC

22

Anomaly Detection

Real-IAD

90.8AUROC

20

Anomaly Detection

Real-IAD (test)

95.4I-AUROC

20

Anomaly Detection and Localization

Real-IAD

83.8AUROC

18

Anomaly Detection

Real-IAD

84.3I-AUROC

18

Anomaly Segmentation

Real-IAD

96.6AUROC (Pixel-Level)

14

Anomaly Detection

Real-IAD 1.0 (test)

91.8AUROC (%)

14

Anomaly Localization

Real-IAD (test)

99P-AUROC

14

Anomaly Detection

Real-IAD

92.5I-AUROC

13

Anomaly Detection and Localization

Real-IAD 30 classes 1.0 (test)

87.8Image-level AUROC

12

Anomaly Detection

Real-IAD

91.17I-AUROC

10

Anomaly Detection

Real-IAD standard (test)

90.1Image AU-ROC

9

Anomaly Detection

Real-IAD

90.3Image AUROC

9

Anomaly Classification

Real-IAD few-shot

70.44Accuracy

7

Anomaly Detection

Real-IAD few-shot

89.17I-AUC

7

Anomaly Detection

Real-IAD Variety

345.759FPS

7

Anomaly Detection

Real-IAD

397.762FPS

7

Unsupervised Anomaly Localization (Pixel-Level)

Real-IAD

98.9AUC

7

Industrial Anomaly Detection

Real-IAD (unified)

91.3Image AUROC

7

Anomaly Localization

Real-IAD 1.0 (test)

0.985AUROC

7

Anomaly Detection

Real-IAD (test)

93.2I-AUROC

6

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Anomaly Detection Pixel-level Anomaly Detection Image-level Anomaly Detection Anomaly Localization Anomaly Detection and Localization

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