Unverified50% confidenceBenchmarkExact time

In the 1-shot setting, Flownomaly achieves 97.8% image-level AUROC and 98.0% pixel-level AUROC on MVTec-AD.

1

Sources

50%

Confidence

Medium-term (~90 days)

Relevance

10/26/2026

First Seen

Valid until: 1/24/2027

Sources

Flownomaly: Few-Shot Anomaly Detection via Single-Step Conditional Mean Restoration

Related Entities

Flownomalymodel MVTec-ADconcept

Related Claims

UnverifiedImages with an average brightness below 110 are inverted, which yielded +2 correct results on the 137-image benchmark.55% similar UnverifiedAI-generated default color schemes rarely proactively validate WCAG contrast metrics.54% similar

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