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Papers Benchmarks Datasets Tasks

PDE Identification research benchmarks · SOTA2 Research

PDE Identification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

100F1 Score

32

May 13, 2026

100F1 Score

30

May 13, 2026

50F1 Score

24

May 13, 2026

100F1 Score

16

May 13, 2026

100F1 Score

16

May 13, 2026

100F1 Score

9

May 13, 2026

NLS (Nonlinear Schrödinger) (test)

100F1 (p)

9

May 13, 2026

WeakIdent clean (official)

100F1 Score

9

May 13, 2026

PINN-SR clean (official)

100F1 Score

6

May 13, 2026

2D NS vorticity (test)

66.7F1 Score

3

May 13, 2026

2D Adv-Diff (test)

69.5F1 Score

3

May 13, 2026

Popular datasets

Heat PDE Burgers' PDE KdV PDE Fisher-KPP PDE Adv-Diff PDE

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