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Hyperparameter Optimization on 12 DL benchmarks (val)

9BO WinsBO
-0.362.074.56.93May 6, 2026

Evaluation results

MethodLinks
BOPrior quality=Bad, n=242026.059——
BOPrior quality=Good, n=242026.055——
BOPrior quality=Near-optimum, n=242026.050——
BOHBPrior quality=Near-optimum, n=242026.05——1
BOHBPrior quality=Good, n=242026.05——9
BOHBPrior quality=Bad, n=242026.05——14
πBOPrior quality=Near-optimum, n=242026.05—23—
πBOPrior quality=Good, n=242026.05—10—
πBOPrior quality=Bad, n=242026.05—1—