Bayesian network structure discovery on disputed3
12.2SHDReActBN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ReActBNCategory=Hybrid, # Sample=1002025.11 | 12.2 | 0.015 | |
| ReActBNCategory=Hybrid, Sample Size=1002025.11 | 12.2 | 0.015 | |
| PromptBN+HCCategory=Hybrid, # Sample=1002025.11 | 15.4 | 0.019 | |
| PromptBN+HCCategory=Hybrid, Sample Size=1002025.11 | 15.4 | 0.019 | |
| PromptBNCategory=LLM, # Sample=02025.11 | 15.6 | 0.018 | |
| PromptBNCategory=LLM, Sample Size=02025.11 | 15.6 | 0.018 | |
| LLM-CD(HC)Category=Hybrid, # Sample=1002025.11 | 16 | 0.026 | |
| LLM-CD(HC)Category=Hybrid, Sample Size=1002025.11 | 16 | 0.026 | |
| BFSPromptCategory=LLM, # Sample=02025.11 | 21.6 | 0.027 | |
| BFSPromptCategory=LLM, Sample Size=02025.11 | 21.6 | 0.027 | |
| BFSPrompt+DataCategory=Hybrid, # Sample=1002025.11 | 24.6 | 0.032 | |
| BFSPrompt+DataCategory=Hybrid, Sample Size=1002025.11 | 24.6 | 0.032 | |
| HCCategory=Data, Sample Size=1002025.11 | 30.8 | 0.051 | |
| GESCategory=Data, Sample Size=1002025.11 | 33 | 0.053 | |
| rBFchi2Category=Data, Sample Size=1002025.11 | 33.4 | — | |
| rIeBCategory=Data, Sample Size=1002025.11 | 34.7 | — | |
| PC-StableCategory=Data, Sample Size=1002025.11 | 35 | 0.069 | |
| PairwisePrompt+DataCategory=Hybrid, # Sample=1002025.11 | 35.6 | 0.047 | |
| PairwisePrompt+DataCategory=Hybrid, Sample Size=1002025.11 | 35.6 | 0.047 | |
| RAI-BFCategory=Data, Sample Size=1002025.11 | 36.3 | — | |
| PairwisePromptCategory=LLM, # Sample=02025.11 | 41.2 | 0.057 | |
| PairwisePromptCategory=LLM, Sample Size=02025.11 | 41.2 | 0.057 |