Matteo Matteucci
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126
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Vision×1AI×1ML×1
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2026
A Structured Benchmark for Text-Guided Anomaly Detection: When Language Stops Conditioning the Decision
The paper introduces a structured benchmark (TGAD) showing that current text-guided anomaly detection models often overstate their language conditioning, as performance significantly degrades when the text input is functionally removed.
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