ResearchBenchmarksHyperparameter Optimization on Bayesmark (aggregated)Follow2.72Average RankGIF2.57763.53884.55.4612Jun 8, 2026Evaluation ResultsMethodMethodLinksAverage RankTime RankNormalized PerformanceWin RateGIF2026.062.725.1381.175GP-H2026.063.471040.112.5GP-LCB2026.064.0993721.9PySOT2026.064.476.0337.115.6HOpt2026.064.565.8435.49.4GBRT2026.064.787.9431.412.5OT-B2026.065.283.7827.49.4OT-GD2026.065.52.9423.46.3OT-GA2026.065.752.69226.3RS2026.066.281.6618.96.3