ResearchBenchmarksHyperparameter Optimization on PD1Hyperparameter Optimization on PD1Follow1.48Normalized Accuracy @ 1MLCopilot-1.1304-0.45270.2250.9027Apr 28, 2023Evaluation resultsMethodMethodLinksNormalized Accuracy @ 1Normalized Accuracy @ 2Normalized Accuracy @ 3MLCopilot2023.041.481.541.62FLAML2023.041.281.311.58Constant2023.041.271.561.59ASKL2023.041.261.291.44TST-M2023.041.11.351.4HyperSTAR2023.041.11.271.34LLM-FSprompting=few-shotprompting=few-shot2023.040.430.570.62Random2023.04-0.86-0.080.39LLM-ZSprompting=zero-shotprompting=zero-shot2023.04-1.031.251.26