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Reduced-Order Modeling research benchmarks · SOTA2 Research

Reduced-Order Modeling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Viscous Burgers pure extrapolation interval [1, 2] (test)

0.045Mean Relative L2 Error

12

Jun 5, 2026

Viscous Burgers full rollout interval [0, 2] (test)

0.032Relative L2 Error (Mean)

12

Jun 5, 2026

Burgers problem (t ∈ [0.004, 0.5])

Static LSPG–QDEIM

0.052Wall-clock Time (s)

8

May 28, 2026

Case 3 Minimal (train)

—

—Primary metric

0

Feb 26, 2026

Case 2 Regime change

—

—Primary metric

0

Feb 26, 2026

Case 1 Rich (train)

—

—Primary metric

0

Feb 26, 2026

Popular datasets

Viscous Burgers Burgers Case 1 Case Case 3

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