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ResearchFormerly WizWand

Tigramite

Benchmarks

TaskDatasetSOTA resultTrendResults

Causal Discovery

Tigramite S8 Feedback Loops

100F1 Score

8

Causal Discovery

Tigramite S7 High-Dimensional

86.1F1 Score

8

Causal Discovery

Tigramite S6 Latent Variables

100F1 Score

8

Causal Discovery

Tigramite S5 Contemporaneous

93.8F1 Score

8

Causal Discovery

Tigramite S4 Non-Linear Non-Gaussian

92F1 Score

8

Causal Discovery

Tigramite S3 Linear Non-Gaussian

100F1 Score

8

Causal Discovery

Tigramite S2 Non-Linear Gaussian

84F1 Score

8

Causal Discovery

Tigramite S1 Linear Gaussian

100F1 Score

8

Causal Discovery

Tigramite simulation data

100Accuracy

6