NanoBaseLib: A Multi-Task Benchmark Dataset for Nanopore Sequencing

NanoBaseLib is a multi-task benchmark dataset for Nanopore Sequencing. We compile and preprocess publicly available datasets using a unified pipeline to ensure consistency and quality across all tasks. The dataset is benchmarked for four key Nanopore sequencing tasks: base calling, polyA detection, segmentation and event alignment, and RNA modification detection.  NanoBaseLib is available at https://nanobaselib.github.io.