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Benchmarks
Causal Discovery on Synthetic DAG Datasets
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101.8
Runtime (s)
SparseRC
-31,741.528
183,200.936
398,143.4
613,085.864
May 25, 2023
Runtime (s)
Updated 4d ago
Evaluation Results
Method
Method
Links
Runtime (s)
SparseRC
Settings=Default
2023.05
101.8
SparseRC
Graph type=Scale-free
2023.05
111.1
SparseRC
Samples=n = 100
2023.05
130.7
SparseRC
Edges / Vertices=10
2023.05
141
DAG-NoCurl
Settings=Default
2023.05
152.8
DAG-NoCurl
Samples=n = 100
2023.05
334.9
DirectLiNGAM
Settings=Default
2023.05
1,061.5
NOTEARS
Graph type=Scale-free
2023.05
1,807.2
GOLEM
Samples=n = 100
2023.05
1,949.6
CAM
Settings=Default
2023.05
3,727.4
DAGMA
Settings=Default
2023.05
32,094
GOLEM
Settings=Default
2023.05
529,210
fGES
Edges / Vertices=10
2023.05
573,167
NOTEARS
Settings=Default
2023.05
796,185
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