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Bayesian Optimization on GDSC2 B=100

Bayesian Optimization on GDSC2 B=100

71.5Hit@1REIGN

Updated 5mo ago

Evaluation results

Method	Links
REIGN2026.05		71.5
UCB2026.05		68.7
Thompson2026.05		68
Greedy2026.05		65.2

State-of-the-art paper

REIGN

Regime-Conditioned Evaluation in Multi-Context Bayesian Optimization

Dataset

GDSC

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Related benchmarks

Hyperparameter Optimization on HPO-B PRS ≤ 0.10, n=32 (Low partition)Hyperparameter Optimization on HPO-B PRS > 0.15, n=16 (High PRS partition)Bayesian Optimization on Buchwald no-transfer prior Bayesian Optimization on Buchwald EMA prior, K=15 Bayesian Optimization on Buchwald structured prior

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