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October 8, 2025Open Access

RawBench: A Comprehensive Benchmarking Framework for Raw Nanopore Signal Analysis Techniques

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Authors

FEFurkan ErisUMUlysse McConnellCFCan Fırtına

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Overview

RawBench evaluates raw signal analysis, showing competitive quality in real-time processing on edge devices.

Key Points

  • Raw signal analysis achieves competitive quality while significantly reducing resource requirements.
  • Evaluation of read mapping and classification assesses new methodologies for efficient processing.
  • RawBench introduces modular analysis for signal encoding, reference genome encoding, and representation matching.
  • The framework accommodates new tools, addressing gaps in existing nanopore benchmarking evaluations.

Cite This Study

Eris et al. (2025) studied this question.

synapsesocial.com/papers/68e5c1be6950a706b22b58f7https://doi.org/10.1101/2025.10.04.680405
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