Anomaly Detection on Surface Defect Saliency of Magnetic Tile

Metric: Detection AUROC (higher is better)

LeaderboardDataset
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#ModelDetection AUROCAugmentationsPaperDateCode
1HETMM99.5NoHard-normal Example-aware Template Mutual Matchi...2023-03-28Code
2CS-Flow (unsupervised)99.3YesFully Convolutional Cross-Scale-Flows for Image-...2021-10-06Code
3DifferNet (unsupervised)97.7YesSame Same But DifferNet: Semi-Supervised Defect ...2020-08-28Code