Unverified50% confidenceBenchmarkExact time
The paper covers 1-, 2-, and 4-shot benchmarks on MVTec-AD and VisA, and conducts a sample-count variation evaluation on Real-IAD, achieving state-of-the-art results compared with recent class-specific methods in all cases.
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50%
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Medium-term (~90 days)
Relevance
10/26/2026
First Seen
Valid until: 1/24/2027
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UnverifiedThe study employs four evaluation metrics: accuracy (Acc), hindsight trap rate (HTR), answer instability rate (AIR), and hindsight bias rate (HBR).67% similarUnverifiedThe study recommends that benchmarks should be run multiple times and report variance intervals, explicitly marking which comparative conclusions are statistically inconclusive57% similar
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