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Papers Benchmarks Datasets Tasks

Mesh-based physics simulation research benchmarks · SOTA2 Research

Mesh-based physics simulation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Analytic Mesh Physics Resolution shift

0.051TSMSE

7

May 4, 2026

Analytic Mesh Physics Wave speed shift

0.59TSMSE

7

May 4, 2026

Analytic Mesh Physics Frequency shift

0.18TSMSE

7

May 4, 2026

2D plane-wave on regular grids (held-out val)

1.3One-step MSE

4

May 4, 2026

Analytic plane-wave on periodic Delaunay triangulations (val)

1.2MSE

4

May 4, 2026

Analytic Plane-Wave (Rayleigh-damped) held-out (val)

1.2One-step MSE

4

May 4, 2026

Popular datasets

Analytic Mesh Physics Analytic Plane-Wave (Rayleigh-damped)Analytic plane-wave on periodic Delaunay triangulations 2D plane-wave on regular grids

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