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Papers Benchmarks Datasets Tasks

Online sequence prediction research benchmarks · SOTA2 Research

Online sequence prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Synthetic non-stationary sequences Switch family

Policy-Controlled Generalized Share

100Win Rate vs GenShare

1

Mar 31, 2026

Synthetic non-stationary sequences Predictive family

Policy-Controlled Generalized Share

100Win Rate vs GenShare

1

Mar 31, 2026

Synthetic non-stationary sequences Mix family

Policy-Controlled Generalized Share

75WinRate vs GenShare

1

Mar 31, 2026

Synthetic non-stationary sequences Hetero

Policy-Controlled Generalized Share

100WinRate (vs GenShare)

1

Mar 31, 2026

Synthetic non-stationary sequences HeavyTail family

Policy-Controlled Generalized Share

100Win Rate (GenShare)

1

Mar 31, 2026

Synthetic non-stationary sequences Drift family

Policy-Controlled Generalized Share

100Win Rate vs GenShare

1

Mar 31, 2026

Synthetic non-stationary sequences Adversarial family

Policy-Controlled Generalized Share

100Win Rate (vs GenShare)

1

Mar 31, 2026

Popular datasets

Synthetic non-stationary sequences

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