Results from the original AutoML benchmark paper presented in “An Open Source AutoML Benchmark” by Gijsbers et al. at the AutoML workshop at ICML 2019. It contains the results of running several AutoML systems on suite www.openml.org/s/218. Visit the benchmark suite page or https://openml.github.io/automlbenchmark/ for more information on the original benchmark, using the benchmark tool and the latest state of the benchmark.