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Papers Benchmarks Datasets Tasks

Pipe dataset and benchmarks · SOTA2 Research

Research Datasets

Pipe

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Pipe Structured Mesh (test)

0.002Relative L2 Error

38

Forward PDE solving

Pipe

0.003Relative L2 Error

35

Operator Learning

Pipe Structured Mesh (test)

0.003Relative L2 Error

15

Uncertainty Quantification

Pipe 2D (test)

0.42rL2

8

Neural surrogate modeling

Pipe

1.3NMAE

5

Geometry-aware inference

Pipe (test)

0.007Relative L2 Error

5

Popular tasks

PDE solving Operator learning Uncertainty Quantification Forward PDE solving Geometry-aware inference

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