Synthetic Scenario

Benchmarks

Task Name	Dataset Name	SOTA Result
Bi-directional MR estimation (X -> Y)	Synthetic Scenario S(3, 3, 8)	MSE0.019	18
Bi-directional MR estimation (X -> Y)	Synthetic Scenario S(2, 2, 6)	MSE0.02	18
Surrogate Learning	Synthetic Scenario Case d Linear	MAE0.03	10
Surrogate Learning	Synthetic Scenario Case d	MAE0.21	10
Surrogate Learning	Synthetic Scenario Case c	MAE0.2	10
Surrogate Learning	Synthetic Scenario Case b	MAE0.09	10
Surrogate Learning	Synthetic Scenario Case a	MAE0.34	10
Causal Discovery	Synthetic Scenario D10	SHD0.1829	6
Causal Discovery	Synthetic Scenario D9	SHD0.1851	6
Causal Discovery	Synthetic Scenario D8	SHD0.1658	6
Causal Discovery	Synthetic Scenario D7	SHD0.1747	6
Causal Discovery	Synthetic Scenario D6	SHD0.1753	6
Causal Discovery	Synthetic Scenario D5	SHD0.1369	6
Causal Discovery	Synthetic Scenario D4	SHD0.114	6
Causal Discovery	Synthetic Scenario D3	SHD0.1838	6
Causal Discovery	Synthetic Scenario D2	SHD0.1524	6
Causal Discovery	Synthetic Scenario D1	SHD0.1211	6

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