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Benchmarks
DAG learning on Synthetic GP
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92
TPR
MARLIN
16.08
35.79
55.5
75.21
Mar 19, 2026
TPR
FDR
SHD
AUROC
SID
ATB
Updated 25d ago
Evaluation Results
Method
Method
Links
TPR
FDR
SHD
AUROC
SID
ATB
MARLIN
2026.03
92
15
13.2
95
78.9
85
RCL-OG
2026.03
87
23
20.4
92
98.9
293
MARLIN-M
2026.03
87
20
18.8
91
102.8
33
CORL
2026.03
86
27
26.3
88
105.1
455
RL-BIC
2026.03
80
35
31.3
86
159.8
415
GOLEM
2026.03
36
51
43.4
65
241.8
-
NOTEARS
2026.03
29
58
63.4
61
265
-
D-GNN
2026.03
25
62
70
58
295.4
-
PC
2026.03
19
71
74.8
55
315.2
-
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