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Papers Benchmarks Datasets Tasks

Eyecandies dataset and benchmarks · SOTA2 Research

Research Datasets

Eyecandies

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Anomaly Detection

Eyecandies

0.98Candy Cane Score

43

Anomaly Localization

Eyecandies

97.37AUPRO @30%

39

Anomaly Detection

Eyecandies

98.56Mean I-AUROC

38

3D Anomaly Detection

Eyecandies

97.2P-AUROC

19

Anomaly Detection

EyeCandies

52I-AUROC (Can. C.)

15

Anomaly Detection

Eyecandies

96.913AUCP

12

Anomaly Detection

Eyecandies 6-1 with 4 steps setting 4

69.4I-AUROC

9

Anomaly Detection

Eyecandies 6-4 with 1 step, setting 3

67.8I-AUROC

9

Anomaly Detection

Eyecandies 9-1 with 1 step, setting 2

76.7I-AUROC

9

Anomaly Detection

Eyecandies 10-0 with 0 step, setting 1

80.6I-AUROC

9

3D Anomaly Segmentation

Eyecandies one-vs-rest

92.6P-R Score

7

3D Anomaly Classification

Eyecandies (one-vs-rest)

71.3Object Recall

7

Anomaly Detection

Eyecandies

94.6I-AUC

6

3D Anomaly Segmentation

Eyecandies (test)

92P-R AUROC

5

3D Anomaly Classification

Eyecandies (test)

70.7Object Recall (AUROC)

5

3D Anomaly Detection

Eyecandies (test)

79.3Object Recall

5

Popular tasks

Anomaly Detection 3D Anomaly Detection 3D Anomaly Segmentation 3D Anomaly Classification Anomaly Localization

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