Bayesian Network Structure Discovery on Asia
0SHDBFSPrompt
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BFSPromptCategory=LLM, # Sample=02025.11 | 0 | 0 | |
| PromptBNCategory=LLM, # Sample=02025.11 | 0 | 0 | |
| LLM-CD(HC)Category=Hybrid, # Sample=1002025.11 | 0 | 0 | |
| BFSPromptCategory=LLM, Sample Size=02025.11 | 0 | 0 | |
| PromptBNCategory=LLM, Sample Size=02025.11 | 0 | 0 | |
| LLM-CD(HC)Category=Hybrid, Sample Size=1002025.11 | 0 | 0 | |
| BFSPrompt+DataCategory=Hybrid, # Sample=1002025.11 | 0.4 | 0.6 | |
| BFSPrompt+DataCategory=Hybrid, Sample Size=1002025.11 | 0.4 | 0.6 | |
| PairwisePrompt+DataCategory=Hybrid, # Sample=1002025.11 | 0.8 | 1.3 | |
| PairwisePrompt+DataCategory=Hybrid, Sample Size=1002025.11 | 0.8 | 1.3 | |
| PairwisePromptCategory=LLM, # Sample=02025.11 | 5.6 | 7.2 | |
| PromptBN+RandomChoiceCategory=Hybrid, # Sample=1002025.11 | 5.6 | 8.4 | |
| PairwisePromptCategory=LLM, Sample Size=02025.11 | 5.6 | 7.2 | |
| PromptBN+RandomChoiceCategory=Hybrid, Sample Size=1002025.11 | 5.6 | 8.4 | |
| RAI-BFCategory=Data, Sample Size=1002025.11 | 5.7 | — | |
| ReActBNCategory=Hybrid, # Sample=1002025.11 | 6.4 | 7.5 | |
| ReActBNCategory=Hybrid, Sample Size=1002025.11 | 6.4 | 7.5 | |
| rBFchi2Category=Data, Sample Size=1002025.11 | 7.7 | — | |
| PromptBN+HCCategory=Hybrid, # Sample=1002025.11 | 8 | 9.4 | |
| HCCategory=Data, Sample Size=1002025.11 | 8 | 12.5 | |
| GESCategory=Data, Sample Size=1002025.11 | 8 | 12.5 | |
| PromptBN+HCCategory=Hybrid, Sample Size=1002025.11 | 8 | 9.4 | |
| PC-StableCategory=Data, Sample Size=1002025.11 | 9 | 15.6 | |
| rIeBCategory=Data, Sample Size=1002025.11 | 13.3 | — |