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Hyperparameter Optimization on CIFAR-10 (val)
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93.42
Validation Accuracy
ALMAB-DC (UCB)
87.7416
89.2158
90.69
92.1642
Mar 22, 2026
Validation Accuracy
Standard Deviation
Cumulative Regret
Wall-clock Time (s)
Updated 25d ago
Evaluation Results
Method
Method
Links
Validation Accuracy
Standard Deviation
Cumulative Regret
Wall-clock Time (s)
ALMAB-DC (UCB)
Budget=60 evaluations,...
2026.03
93.42
0.36
6.9
108
ALMAB-DC (TS)
Budget=60 evaluations,...
2026.03
93.1
0.36
7.1
112
Optuna (TPE)
Budget=60 evaluations,...
2026.03
92.3
0.42
8.2
122
BOHB
Budget=60 evaluations,...
2026.03
91.72
0.48
8.8
120
Random Search
Budget=60 evaluations,...
2026.03
89.54
0.67
11.2
145
Grid Search
Budget=60 evaluations,...
2026.03
87.96
0.81
13.5
168
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