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Dataset Open Access

Chromosight benchmarks and processed data

Matthey-Doret, Cyril; Montagne, Rémi; Baudry, Lyam; Cournac, Axel

Input data and scripts required to rerun chromosight's benchmarks and associated figures, as well as output results in text format.

The record contains 2 tarballs corresponding to two different benchmarks. Each tarball contains the scripts, input and output data of its benchmark:

Performance benchmark:

This benchmark is contained in "20200406_benchmark_chromosight_performance.tar.gz" and compares chromosight running time and RAM use with 2 other softwares. This benchmark is run on a real high resolution human Hi-C matrix with different subsampling values. Benchmark scripts are expected to be run on a regular laptop or desktop.

Results benchmark:

This benchmark is contained in "20200406_benchmark_chromosight_results.tar.gz" and assess chromosight's ability to detect chromatin loop patterns on Hi-C contact maps. Chromosight is compared to 4 other softwares. For each software, precision, recall (=sensitivity) and F1 scores are measured using 2000 small synthetic Hi-C matrices with known loop coordinates. Each software is run with a range of 50-200 parameter combinations for all data. Scripts to run this benchmark are written to run as a job array on a SLURM computing cluster to reduce compute time.

Processed data files

The contact matrices in cool format, which are used to generate figures throughout the manuscript.

Files (2.3 GB)
Name Size
20200406_benchmark_chromosight_performance.tar.gz
md5:7daf25490681ce9e32f55f343c263d00
317.9 MB Download
20200406_benchmark_chromosight_results.tar.gz
md5:3d00efc58a14bff3d3a92355a5a0de79
2.0 GB Download
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