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Linear Gaussian

Benchmarks

Task NameDataset NameSOTA ResultTrend
Posterior SamplingLinear Gaussian n=400
SWD1.047
24
Posterior SamplingLinear Gaussian n=80
SWD2.357
24
Posterior SamplingLinear Gaussian n=2
SWD1.423
24
Local Causal DiscoveryLinear Gaussian 400 nodes
Number of CI tests (x10^3)2.75
7
Local Causal DiscoveryLinear Gaussian 200 nodes
CI Test Count (x10^3)1.37
7
Local Causal DiscoveryLinear Gaussian 100 nodes
CI Test Count (x10^3)750
7
Local Causal DiscoveryLinear Gaussian 800 nodes
CI Tests (x10^3)6.53
6
Local Causal DiscoveryLinear Gaussian 600 nodes
Number of CI Tests (x10^3)4.39
6
Local Causal DiscoveryLinear Gaussian 1000 nodes
CI Tests (x10^3)8.2
5
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