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Benchmarks
Causal Discovery on Synthetic 5-node PAG (N=5,000)
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16.6
Normalized SHD
Pooled
16.4
17.75
19.1
20.45
Mar 5, 2026
Normalized SHD
Updated 1mo ago
Evaluation Results
Method
Method
Links
Normalized SHD
Pooled
Partitions=12
2026.03
16.6
fedCI
Partitions=12
2026.03
16.6
Pooled
Partitions=4
2026.03
17.4
fedCI
Partitions=4
2026.03
17.5
fedCI
Partitions=8
2026.03
18.1
Pooled
Partitions=8
2026.03
18.2
Fisher
Partitions=4
2026.03
19
Fisher
Partitions=12
2026.03
20.8
Fisher
Partitions=8
2026.03
21.6
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