Hyperparameter Optimization on HyperFD benchmark leaderboard · SOTA2 Research

Hyperparameter Optimization on HyperFD

119.25Rank@1LLM-ZS

Evaluation Results

Method	Links
LLM-ZS2023.04		119.25	90.42	41	90.69	90.96	91.38
Random2023.04		109.55	73.16	54.79	90.76	91.2	91.38
HyperSTAR2023.04		97.75	72.97	52.03	90.78	91.05	91.25
ASKL2023.04		92.58	64.67	51.25	90.93	91.15	91.34
Constant2023.04		78	54.33	49.25	91.13	91.23	91.28
LLM-FS2023.04		66.69	52.43	40.98	91.26	91.4	91.48
FLAML2023.04		66.42	43.33	31.83	91.09	91.29	91.33
MLCopilot2023.04		59.74	38.67	25.58	91.38	91.6	91.66
TST-M2023.04		57.67	43.5	42.67	91.22	91.37	91.38
HyperFD2023.04		56.97	47.91	31.75	91.17	91.26	91.44