Unverified50% confidenceBenchmarkExact time
In the 1-shot setting, Flownomaly achieves 95.3% image-level AUROC and 98.7% pixel-level AUROC on VisA, with image-level performance 2.1 percentage points higher than the strongest baseline.
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50%
Confidence
Medium-term (~90 days)
Relevance
10/26/2026
First Seen
Valid until: 1/24/2027
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UnverifiedAureaCam scores frames in real time based on two compositional rules—the rule of thirds and the golden ratio—with scores ranging from 0 to 100.58% similarUnverifiedEfficientNet-B3 has an input resolution of 300×300 and achieves a Top-1 accuracy of approximately 81.6% on ImageNet.57% similar
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