Causal Discovery on Synthetic Data |V|=5
0.21NSHDABAPC-LLM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ABAPC-LLMn_obs=9002026.02 | 0.21 | 81 | — | — | — | — | |
| fedCIPartitions=122026.03 | 0.212 | — | — | — | — | — | |
| PooledPartitions=122026.03 | 0.213 | — | — | — | — | — | |
| fedCIPartitions=42026.03 | 0.216 | — | — | — | — | — | |
| PooledPartitions=42026.03 | 0.217 | — | — | — | — | — | |
| PooledPartitions=82026.03 | 0.224 | — | — | — | — | — | |
| fedCIPartitions=82026.03 | 0.224 | — | — | — | — | — | |
| FisherPartitions=42026.03 | 0.23 | — | — | — | — | — | |
| FisherPartitions=82026.03 | 0.258 | — | — | — | — | — | |
| FisherPartitions=122026.03 | 0.268 | — | — | — | — | — | |
| ABAPCn_obs=9002026.02 | 0.33 | 68 | — | — | — | — | |
| fedCIPartitions=42026.03 | 0.335 | — | — | — | — | — | |
| PooledPartitions=42026.03 | 0.337 | — | — | — | — | — | |
| fedCIPartitions=122026.03 | 0.341 | — | — | — | — | — | |
| PooledPartitions=122026.03 | 0.344 | — | — | — | — | — | |
| fedCIPartitions=82026.03 | 0.346 | — | — | — | — | — | |
| PooledPartitions=82026.03 | 0.348 | — | — | — | — | — | |
| FisherPartitions=42026.03 | 0.353 | — | — | — | — | — | |
| FisherPartitions=82026.03 | 0.393 | — | — | — | — | — | |
| FisherPartitions=122026.03 | 0.403 | — | — | — | — | — | |
| MPCn_obs=9002026.02 | 0.83 | 45 | — | — | — | — | |
| NOTEARSn_obs=9002026.02 | 0.89 | 34 | — | — | — | — | |
| FGSn_obs=9002026.02 | 0.96 | 32 | — | — | — | — | |
| Randomn_obs=9002026.02 | 1.18 | 34 | — | — | — | — |