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Benchmarks
Causal Graph Discovery on Neuropathic
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22
Accuracy
BFS with LLMs
1.2
6.6
12
17.4
Feb 2, 2024
Accuracy
F Score
NPE
Ratio
Updated 13d ago
Evaluation Results
Method
Method
Links
Accuracy
F Score
NPE
Ratio
BFS with LLMs
# of Samples=100
2024.02
22
35
331
64
PC
# of Samples=1000
2024.02
4
8
559
92
DAGMA
# of Samples=10000
2024.02
3.3
6.3
214
94
DAGMA
# of Samples=100
2024.02
3
5
77
95
DAGMA
# of Samples=1000
2024.02
3
5.7
316
94
NOTEARS
# of Samples=10000
2024.02
3
5.8
53
94
NOTEARS
# of Samples=100
2024.02
2.9
6
76
94
PC
# of Samples=100
2024.02
2
4
311
96
NOTEARS
# of Samples=1000
2024.02
2
4
36
96
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