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ResearchFormerly WizWand

RESC

Benchmarks

TaskDatasetSOTA resultTrendResults

Anomaly Segmentation

RESC

99.45AUC

74

Anomaly Classification

RESC

99.11AUC (%)

68

Anomaly Detection

RESC

97.3AUROC (Image-level, det.)

67

Pixel-level Anomaly Localization

RESC

86.8P-PRO

27

Anomaly Detection

RESC BMAD (test)

0.928AUROC (Image-level)

18

Image-level Anomaly Detection

RESC 4-shot

83I-F1

9

Image-level Anomaly Detection

RESC 2-shot

82.1I-F1

9

Image-level Anomaly Detection

RESC 1-shot

81I-F1

9

Anomaly Detection

RESC Retina

91.8Image AUROC

7

Anomaly Segmentation

RESC (test)

92.05AUC

3

Anomaly Classification

RESC (test)

83.31AUC

3

Anomaly Segmentation

RESC (val)

39.28Dice (FPR 10%)

3

Visual Grounding

RESC

100AUC

2