Causal Discovery on Asia discrete (test)
66PrecisionMATMCD-RE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MATMCD-REK=22024.12 | 66 | 57 | 3 | 4 | 6 | |
| SCD-LLMArchitecture=Single LLM refinement2024.12 | 60 | 40 | 3 | 5 | 7 | |
| Efficient-CDLMsPrompting=BFS-based2024.12 | 57 | 53 | 5 | 7 | 10 | |
| PC2024.12 | 50 | 50 | 7 | 6 | 9 | |
| Exact Search2024.12 | 50 | 42 | 5 | 6 | 9 | |
| MATMCDK=12024.12 | 50 | 42 | 5 | 6 | 9 | |
| LLM-KBCIPrompting=ZSCOT two-stage2024.12 | 42 | 40 | 7 | 6 | 9 | |
| ReAct2024.12 | 40 | 30 | 5 | 6 | 9 | |
| LLM-KBCI-RAFramework=ReAct2024.12 | 33 | 28 | 7 | 7 | 10 | |
| DirectLiNGAM2024.12 | 28 | 36 | 17 | 11 | 17 | |
| LLM-KBCI-REReasoning=Top-K Guess, K=22024.12 | 28 | 26 | 8 | 7 | 10 |