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Hyperparameter Optimization on 108 hyperparameter tuning tasks (summary)
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71
Number of Best Tasks
HEBO
-1.8
17.1
36
54.9
Dec 7, 2020
Number of Best Tasks
Percent Best Tasks
Updated 1mo ago
Evaluation Results
Method
Method
Links
Number of Best Tasks
Percent Best Tasks
HEBO
2020.12
71
65.7
TuRBO
2020.12
14
13
PySOT
2020.12
7
6.5
Skopt
2020.12
5
4.6
Nevergrad (1+1)
2020.12
4
3.7
BOHB-BB
2020.12
3
2.8
Opentuner
2020.12
2
1.9
Hyperopt
2020.12
1
0.9
TuRBO+
2020.12
1
0.9
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