ResearchBenchmarksSimple Regret Minimization on HPOBench XGB Step 60Follow025th Percentile Simple RegretFSAF-0.001-0.000500.0005Jun 8, 2021Evaluation ResultsMethodMethodLinks25th Percentile Simple Regret50th Percentile Simple Regret75th Percentile Simple Regret90th Percentile Simple RegretFSAF2021.06002.036.29MetaBO2021.0600.281.515.79MetaBO-T2021.0600.612.476.62EI2021.0600.042.78.03PI2021.0600.032.144.92GP-UCB2021.0600.042.534.92MES2021.0600.042.736.29