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Papers Benchmarks Datasets Tasks

Randomly generated linear additive noise SDEs dataset and benchmarks · SOTA2 Research

Research Datasets

Randomly generated linear additive noise SDEs

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

SDE Diffusion Estimation

Randomly generated linear additive noise SDEs

0.147MAE

16

SDE Drift Estimation

Randomly generated linear additive noise SDEs

0.237MAE

16

Causal Structure Recovery

Randomly generated linear additive noise SDEs p=0.25

0.7SHD (Drift Edges)

6

Popular tasks

Causal Structure Recovery SDE Drift Estimation SDE Diffusion Estimation

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