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Conditional Generalization research benchmarks · SOTA2 Research

Conditional Generalization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Cloverleaf3D low-resolution (x2 reduced) (train)

0.06Relative L2 Error

4

Feb 26, 2026

Cloverleaf3D low-resolution (x2 reduced) (Unseen Fields)

0.094Rel L2 Error

4

Feb 26, 2026

Nyx Trained Fields low-resolution (x2 reduced)

0.012Relative L2 Error

4

Feb 26, 2026

Nyx low-resolution (x2 reduced) (Unseen Fields)

0.011Rel L2 Error

4

Feb 26, 2026

Cloverleaf3D (test)

0.098Relative L2 Error

4

Feb 26, 2026

MPAS-Ocean (test)

0.006Rel L2 Error

4

Feb 26, 2026

0.032Relative L2 Error

4

Feb 26, 2026

Popular datasets

Nyx Cloverleaf3D MPAS-Ocean

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