FlameBench is a benchmarking framework designed for combustion machine learning to evaluate the performance of various algorithms, models, or systems in a standardized and reproducible manner. This repository contains the tools, scripts, and datasets required to run benchmarks, analyze results, and compare performance across different configurations.