Bayesian Network Structure Discovery on Child
18SHDReActBN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ReActBNCategory=Hybrid, # Sample=1002025.11 | 18 | 2.8 | |
| ReActBNCategory=Hybrid, Sample Size=1002025.11 | 18 | 2.8 | |
| PromptBN+HCCategory=Hybrid, # Sample=1002025.11 | 18.2 | 3 | |
| PromptBN+HCCategory=Hybrid, Sample Size=1002025.11 | 18.2 | 3 | |
| PairwisePromptCategory=LLM, # Sample=02025.11 | 19.6 | 4.2 | |
| PairwisePromptCategory=LLM, Sample Size=02025.11 | 19.6 | 4.2 | |
| PC-StableCategory=Data, Sample Size=1002025.11 | 20 | 6.5 | |
| HCCategory=Data, Sample Size=1002025.11 | 20 | 6.5 | |
| BFSPromptCategory=LLM, # Sample=02025.11 | 20.4 | 4.7 | |
| BFSPromptCategory=LLM, Sample Size=02025.11 | 20.4 | 4.7 | |
| PairwisePrompt+DataCategory=Hybrid, # Sample=1002025.11 | 20.6 | 4.8 | |
| PairwisePrompt+DataCategory=Hybrid, Sample Size=1002025.11 | 20.6 | 4.8 | |
| PromptBNCategory=LLM, # Sample=02025.11 | 21.6 | 4.4 | |
| PromptBNCategory=LLM, Sample Size=02025.11 | 21.6 | 4.5 | |
| rIeBCategory=Data, Sample Size=1002025.11 | 21.6 | — | |
| PromptBN+RandomChoiceCategory=Hybrid, # Sample=1002025.11 | 23.4 | 5.3 | |
| PromptBN+RandomChoiceCategory=Hybrid, Sample Size=1002025.11 | 23.4 | 5.3 | |
| rBFchi2Category=Data, Sample Size=1002025.11 | 24.2 | — | |
| BFSPrompt+DataCategory=Hybrid, # Sample=1002025.11 | 24.4 | 5.4 | |
| BFSPrompt+DataCategory=Hybrid, Sample Size=1002025.11 | 24.4 | 5.4 | |
| RAI-BFCategory=Data, Sample Size=1002025.11 | 30.4 | — | |
| LLM-CD(HC)Category=Hybrid, # Sample=1002025.11 | 40 | 9.3 | |
| GESCategory=Data, Sample Size=1002025.11 | 40 | 11 | |
| LLM-CD(HC)Category=Hybrid, Sample Size=1002025.11 | 40 | 9.3 |