CausalTime

Benchmarks

Task Name	Dataset Name	SOTA Result
Causal Discovery	CausalTime Medical	AUROC90	10
Causal Discovery	CausalTime Traffic	AUROC71	10
Causal Discovery	CausalTime Medical D=40, T=19200 (test)	AUROC0.919	8
Causal Discovery	CausalTime Traffic D=40, T=19200 (test)	AUROC0.773	8
Causal Discovery	CausalTime AQI D=72, T=19200 (test)	AUROC89.2	8
Time Series Causal Discovery	CausalTime traffic N = 20	AUROC53.4	7
Time Series Causal Discovery	CausalTime pm25 (N = 36)	AUROC75.8	7
Time Series Causal Discovery	CausalTime medical (N = 20)	AUROC57.5	7
Causal Discovery	CausalTime	AUROC75.8	2

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