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Papers Benchmarks Datasets Tasks

Solution Operator Learning dataset and benchmarks · SOTA2 Research

Research Datasets

Solution Operator Learning

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Nonlinear Operator Learning (b -> p)

Solution Operator Learning d=50, dk=40, 9000 samples (test)

5.28Test Error

2

Linear Operator Learning (g -> p)

Solution Operator Learning (d=50, dk=40, 9000 samples) (test)

0.032Test Error

2

Nonlinear Operator Learning (b -> p)

Solution Operator Learning d=20, dk=20, 900 samples (test)

10.84Test Error

2

Linear Operator Learning (g -> p)

Solution Operator Learning d=20, dk=20, 900 samples (test)

8.33Test Error

2

Popular tasks

Linear Operator Learning (g -> p)Nonlinear Operator Learning (b -> p)

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