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Benchmarks
Causal Structure Discovery on Amazon Sales
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70.8
Adjacency AUROC
TabPFN-CFM
45.424
52.012
58.6
65.188
Jun 25, 2026
Adjacency AUROC
Adjacency Accuracy
Ancestral AUROC
Ancestral Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Adjacency AUROC
Adjacency Accuracy
Ancestral AUROC
Ancestral Accuracy
TabPFN-CFM
2026.06
70.8
84
70.1
72
AVICI
2026.06
69.8
78
87.2
81
PC
2026.06
57.3
72
55.5
57
GES
2026.06
52.7
53
60.3
60
FCI
2026.06
52.3
79
53.2
63
LiNGAM
2026.06
46.4
59
60
62
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