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Papers Benchmarks Datasets Tasks

Operator Learning for PDEs research benchmarks · SOTA2 Research

Operator Learning for PDEs

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Helmholtz (downstream)

78.3EG Score

6

Feb 26, 2026

Poisson-Gauss (downstream)

0.425EG Score

6

Feb 26, 2026

ACE (downstream)

0EG

6

Feb 26, 2026

Wave-Gauss (downstream)

62.1EG

6

Feb 26, 2026

Wave-Layer (downstream)

46.5EG Score

6

Feb 26, 2026

GCE-RT (downstream)

0EG

6

Feb 26, 2026

SE-AF (downstream)

1EG Score

6

Feb 26, 2026

CE-RM downstream

0EG

6

Feb 26, 2026

NS-Tracer-PwC (downstream)

1EG

6

Feb 26, 2026

NS-BB (downstream)

1EG Error

6

Feb 26, 2026

NS-SVS (downstream)

1EG

6

Feb 26, 2026

Popular datasets

Helmholtz ACE SE-AF Wave-Layer Wave-Gauss

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