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Simple Regret Minimization research benchmarks · SOTA2 Research

Simple Regret Minimization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MovieLens 1M (instance)

Known-p Active + UCB

0.31Simple Regret

24

May 20, 2026

Asteroid Step 60

0Simple Regret (25th Pctl)

7

Feb 26, 2026

Asteroid Step 30

025th Percentile Regret

7

Feb 26, 2026

025th Percentile Simple Regret

7

Feb 26, 2026

025th Percentile Simple Regret

7

Feb 26, 2026

HPOBench XGB Step 60

025th Percentile Simple Regret

7

Feb 26, 2026

HPOBench XGB Step 30

025th Percentile Simple Regret

7

Feb 26, 2026

025th Percentile Simple Regret

7

Feb 26, 2026

025th Percentile Simple Regret

7

Feb 26, 2026

Electrical Grid Stability Step 120

0Simple Regret (25th Pctl)

7

Feb 26, 2026

Electrical Grid Stability Step 60

025th Percentile Simple Regret

7

Feb 26, 2026

Popular datasets

Electrical Grid Stability PM2.5 HPOBench Oil Asteroid

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