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ResearchFormerly WizWand

HNM

Benchmarks

TaskDatasetSOTA resultTrendResults

Variance Causal Graph Discovery

HNM n=500, d=10

19.3SHD

4

Mean Causal Graph Discovery

HNM n=500, d=10

15.5SHD

4

Variance Causal Graph Discovery

HNM n=500, d=5

3.33SHD

4

Mean Causal Graph Discovery

HNM n=500, d=5

2.34Structural Hamming Distance (SHD)

4