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Papers Benchmarks Datasets Tasks

Continuum Dynamics Prediction research benchmarks · SOTA2 Research

Continuum Dynamics Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PDEG CE-RM (2D) OOD

0.012VRMSE

8

Jul 7, 2026

PDEA ConditionedINS 2D OOD T ∈ [11:30] 1.0

0.078VRMSE

4

Jul 7, 2026

BML PoolBoilSubcool 2D OOD T ∈ [11:30] 1.0

0.71VRMSE

4

Jul 7, 2026

FB Skeleton (2D) T ∈ [11:30] 1.0 (OOD)

0.044VRMSE

4

Jul 7, 2026

MultiQuadrantsO

0.011Median VRMSE

4

Jul 7, 2026

MultiQuadrantsP

0.014Median VRMSE

4

Jul 7, 2026

0.001Median VRMSE

4

Jul 7, 2026

0Median VRMSE

4

Jul 7, 2026

Post Neutron Star Merger (3D) OOD

0.201VRMSE

4

Jul 7, 2026

RSG Convective Envelope (3D) OOD

0.059VRMSE

4

Jul 7, 2026

PDEB CNS 3D Rand OOD

0.091VRMSE

4

Jul 7, 2026

PDEA ConditionedINS (2D) OOD

0.004VRMSE

4

Jul 7, 2026

BML PoolBoilSubcool (2D) OOD

0.062VRMSE

4

Jul 7, 2026

FB Skelenton (2D) OOD

0.001VRMSE

4

Jul 7, 2026

Post Neutron Star Merger 3D OOD T ∈ [11:30] 1.0

0.387VRMSE

2

Jul 7, 2026

0.058Median VRMSE

2

Jul 7, 2026

0.246Median VRMSE

2

Jul 7, 2026

PDEB CNS 3D Turb OOD

0.028VRMSE

2

Jul 7, 2026

Popular datasets

BML PoolBoilSubcool PDEB CNS Post Neutron Star Merger MHD Shear Flow

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