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Bayesian Network Structure Discovery on Asia

0SHDBFSPrompt
-0.5323.0596.6510.241Nov 1, 2025
Updated 8mo ago

Evaluation results

MethodLinks
BFSPromptCategory=LLM, # Sample=02025.1100
PromptBNCategory=LLM, # Sample=02025.1100
LLM-CD(HC)Category=Hybrid, # Sample=1002025.1100
BFSPromptCategory=LLM, Sample Size=02025.1100
PromptBNCategory=LLM, Sample Size=02025.1100
LLM-CD(HC)Category=Hybrid, Sample Size=1002025.1100
BFSPrompt+DataCategory=Hybrid, # Sample=1002025.110.40.6
BFSPrompt+DataCategory=Hybrid, Sample Size=1002025.110.40.6
PairwisePrompt+DataCategory=Hybrid, # Sample=1002025.110.81.3
PairwisePrompt+DataCategory=Hybrid, Sample Size=1002025.110.81.3
PairwisePromptCategory=LLM, # Sample=02025.115.67.2
PromptBN+RandomChoiceCategory=Hybrid, # Sample=1002025.115.68.4
PairwisePromptCategory=LLM, Sample Size=02025.115.67.2
PromptBN+RandomChoiceCategory=Hybrid, Sample Size=1002025.115.68.4
RAI-BFCategory=Data, Sample Size=1002025.115.7—
ReActBNCategory=Hybrid, # Sample=1002025.116.47.5
ReActBNCategory=Hybrid, Sample Size=1002025.116.47.5
rBFchi2Category=Data, Sample Size=1002025.117.7—
PromptBN+HCCategory=Hybrid, # Sample=1002025.1189.4
HCCategory=Data, Sample Size=1002025.11812.5
GESCategory=Data, Sample Size=1002025.11812.5
PromptBN+HCCategory=Hybrid, Sample Size=1002025.1189.4
PC-StableCategory=Data, Sample Size=1002025.11915.6
rIeBCategory=Data, Sample Size=1002025.1113.3—