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ResearchFormerly WizWand

Online Learning (Dynamic Regret Minimization)

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Adversarial Family Synthetic

20.64Mean Dynamic Regret

4

Mar 31, 2026

Predictive Family Synthetic

16.14Mean Dynamic Regret

4

Mar 31, 2026

Mix Family Synthetic

19.39Mean Dynamic Regret

4

Mar 31, 2026

HeavyTail Family Synthetic

21.17Mean Dynamic Regret

4

Mar 31, 2026

Hetero Family Synthetic

20.73Mean Dynamic Regret

4

Mar 31, 2026

Drift Family Synthetic

18.64Dynamic Regret (mean)

4

Mar 31, 2026

Switch Family Synthetic

18.93Mean Dynamic Regret

4

Mar 31, 2026