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Benchmarks
Causal Discovery on Synthetic 5-node PAG N=1,000
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0.286
Normalized SHD
Pooled
0.28368
0.29934
0.315
0.33066
Mar 5, 2026
Normalized SHD
Updated 1mo ago
Evaluation Results
Method
Method
Links
Normalized SHD
Pooled
Partitions=4
2026.03
0.286
fedCI
Partitions=12
2026.03
0.286
Pooled
Partitions=12
2026.03
0.287
fedCI
Partitions=4
2026.03
0.287
Pooled
Partitions=8
2026.03
0.289
fedCI
Partitions=8
2026.03
0.289
Fisher
Partitions=4
2026.03
0.306
Fisher
Partitions=8
2026.03
0.334
Fisher
Partitions=12
2026.03
0.344
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