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Benchmarks
Causal Discovery on CE Multi
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98.1
AUROC
EMD
31.332
48.666
66
83.334
Dec 10, 2025
Dec 29, 2025
Jan 18, 2026
Feb 7, 2026
Feb 26, 2026
Mar 18, 2026
Apr 7, 2026
AUROC
Accuracy
Updated 10d ago
Evaluation Results
Method
Method
Links
AUROC
Accuracy
EMD
2025.12
98.1
91
GPLVM
Source=GPLVM, COMIC
2026.04
98
-
IGCI
2025.12
97.8
92.3
SLOPE
2025.12
96.9
88.7
RECI
2025.12
95.4
88
CGNN
2025.12
93.6
85
COMIC
Source=COMIC
2026.04
91
-
ANM
2025.12
74
61.3
bQCD
2025.12
56.6
50.3
PNL
2025.12
42.2
45.7
LiNGAM
2025.12
33.9
40.3
COMIC
Source=COMIC
2026.04
-
79
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