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Benchmarks
DAG Structure Learning on endpoint-confounded latent-chain scale-up
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9
Learned Arrows
SKFM
5.88
6.69
7.5
8.31
Jun 17, 2026
Learned Arrows
Field Correlation
Relative Influence MSE
Latent Dimension
SHD
F1
Updated 1mo ago
Evaluation Results
Method
Method
Links
Learned Arrows
Field Correlation
Relative Influence MSE
Latent Dimension
SHD
F1
SKFM
d=10
2026.06
9
93
0.089
1
0
100
SKFM
d=9
2026.06
8
94.3
0.049
1
0
100
SKFM
d=8
2026.06
7
93.5
0.052
1
0
100
SKFM
d=7
2026.06
6
95.5
0.018
2
0
100
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