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Benchmarks
Causal Structure Recovery on Randomly generated linear additive noise SDEs p=0.25
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0.7
SHD (Drift Edges)
APPEX
-0.792
9.279
19.35
29.421
Oct 30, 2024
SHD (Drift Edges)
SHD (Latent Confounders)
Updated 17d ago
Evaluation Results
Method
Method
Links
SHD (Drift Edges)
SHD (Latent Confounders)
APPEX
Dimension=3
2024.10
0.7
0
WOT
Dimension=3
2024.10
1.2
1
APPEX
Dimension=5
2024.10
1.6
0.1
APPEX
Dimension=10
2024.10
3
2.9
WOT
Dimension=5
2024.10
4.8
3.5
WOT
Dimension=10
2024.10
38
23.8
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