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Randomly generated linear additive noise SDEs

Benchmarks

Task NameDataset NameSOTA ResultTrend
SDE Diffusion EstimationRandomly generated linear additive noise SDEs
MAE0.147
16
SDE Drift EstimationRandomly generated linear additive noise SDEs
MAE0.237
16
Causal Structure RecoveryRandomly generated linear additive noise SDEs p=0.25
SHD (Drift Edges)0.7
6
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