Bayesian network structure discovery on blockchain
11SHDReActBN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ReActBNCategory=Hybrid, # Sample=1002025.11 | 11 | 7.4 | |
| ReActBNCategory=Hybrid, Sample Size=1002025.11 | 11 | 7.4 | |
| LLM-CD(HC)Category=Hybrid, # Sample=1002025.11 | 12 | 9 | |
| LLM-CD(HC)Category=Hybrid, Sample Size=1002025.11 | 12 | 9 | |
| PromptBN+HCCategory=Hybrid, # Sample=1002025.11 | 12.2 | 8.5 | |
| PromptBN+HCCategory=Hybrid, Sample Size=1002025.11 | 12.2 | 8.5 | |
| PC-StableCategory=Data, Sample Size=1002025.11 | 13 | 10.4 | |
| GESCategory=Data, Sample Size=1002025.11 | 13 | 8.3 | |
| HCCategory=Data, Sample Size=1002025.11 | 13.2 | 9.4 | |
| rBFchi2Category=Data, Sample Size=1002025.11 | 13.6 | — | |
| rIeBCategory=Data, Sample Size=1002025.11 | 14.6 | — | |
| PromptBNCategory=LLM, # Sample=02025.11 | 15.2 | 10 | |
| PromptBNCategory=LLM, Sample Size=02025.11 | 15.2 | 10 | |
| RAI-BFCategory=Data, Sample Size=1002025.11 | 15.7 | — | |
| BFSPrompt+DataCategory=Hybrid, # Sample=1002025.11 | 18.6 | 12.4 | |
| BFSPrompt+DataCategory=Hybrid, Sample Size=1002025.11 | 18.6 | 12.4 | |
| PairwisePrompt+DataCategory=Hybrid, # Sample=1002025.11 | 27.2 | 18.8 | |
| PairwisePrompt+DataCategory=Hybrid, Sample Size=1002025.11 | 27.2 | 18.8 | |
| BFSPromptCategory=LLM, # Sample=02025.11 | 29 | 20.4 | |
| BFSPromptCategory=LLM, Sample Size=02025.11 | 29 | 20.4 | |
| PairwisePromptCategory=LLM, # Sample=02025.11 | 37.4 | 26 | |
| PairwisePromptCategory=LLM, Sample Size=02025.11 | 37.4 | 26 |