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Benchmarks
Causal Discovery on CE-Cha
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0.82
AUROC
GPLVM
0.33328
0.45964
0.586
0.71236
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
GPLVM
Source=GPLVM, COMIC
2026.04
0.82
-
CGNN
2025.12
0.625
61.3
SLOPE
2025.12
0.594
57
EMD
2025.12
0.593
56.3
bQCD
2025.12
0.587
58.3
RECI
2025.12
0.577
55
IGCI
2025.12
0.569
55
PNL
2025.12
0.481
48
COMIC
Source=COMIC
2026.04
0.47
-
LiNGAM
2025.12
0.45
46
ANM
2025.12
0.352
37.7
COMIC
Source=COMIC
2026.04
-
43
GRCI
Source=LOCI
2026.04
-
70
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