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Benchmarks
Causal Discovery on Asia discrete (test)
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66
Precision
MATMCD-RE
26.48
36.74
47
57.26
Dec 18, 2024
Precision
F1 Score
FPR
SHD
NHD
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
F1 Score
FPR
SHD
NHD
MATMCD-RE
K=2
2024.12
66
57
3
4
6
SCD-LLM
Architecture=Single LL...
2024.12
60
40
3
5
7
Efficient-CDLMs
Prompting=BFS-based
2024.12
57
53
5
7
10
PC
2024.12
50
50
7
6
9
Exact Search
2024.12
50
42
5
6
9
MATMCD
K=1
2024.12
50
42
5
6
9
LLM-KBCI
Prompting=ZSCOT two-stage
2024.12
42
40
7
6
9
ReAct
2024.12
40
30
5
6
9
LLM-KBCI-RA
Framework=ReAct
2024.12
33
28
7
7
10
DirectLiNGAM
2024.12
28
36
17
11
17
LLM-KBCI-RE
Reasoning=Top-K Guess,...
2024.12
28
26
8
7
10
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