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Author

John Paparrizos

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Preprint Sep 2026

READ-Bench: Benchmarking Historical Instance Retrieval for Time-Series Diagnosis

Time-series diagnostic systems rarely rely on retrieving relevant historical cases, and when they do, retrieval is evaluated only indirectly through downstream prediction. We introduce READ-Bench, a benchmark for historical-case retrieval across 12 diagnostic datasets, centered on multivariate time series, that defines...

Gerardo Pastrana, Hao-Jun Li, Dhruv Mehta et al. · 0 citations
#artificial intelligence Preprint Sep 2026

READ-Bench: Benchmarking Historical Instance Retrieval for Time-Series Diagnosis

Time-series diagnostic systems rarely rely on retrieving relevant historical cases, and when they do, retrieval is evaluated only indirectly through downstream prediction. We introduce READ-Bench, a benchmark for historical-case retrieval across 12 diagnostic datasets, centered on multivariate time series, that defines...

Gerardo Pastrana, Hao-Jun Li, Dhruv Mehta et al. · 0 citations

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