ResearchBenchmarksSimple Regret Minimization on HPOBench XGB Step 30Follow025th Percentile Simple RegretFSAF-0.001-0.000500.0005Jun 8, 2021Evaluation ResultsMethodMethodLinks25th Percentile Simple Regret50th Percentile Simple Regret75th Percentile Simple Regret90th Percentile Simple RegretFSAF2021.0600.143.168.42MetaBO2021.0601.383.156.62MetaBO-T2021.0601.383.468.27EI2021.0600.63.168.03PI2021.0600.63.168.03GP-UCB2021.0600.63.168.03MES2021.0600.613.168.03