Causal Discovery on User Level Data d=9 I
5Mod. SHDNLPSCM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| NLPSCMApproach=Data-LM2025.06 | 5 | 13.75 | 90 | 83 | 86 | |
| FCI-IterativeApproach=Only-Data2025.06 | 5.6 | 23.4 | 93 | 77 | 84 | |
| ILS-CSLApproach=Data-LM2025.06 | 9.2 | 34.2 | 82 | 66 | 73 | |
| LLM-firstApproach=Data-LM2025.06 | 9.68 | 38.12 | 80 | 66 | 72 | |
| FCI-CumulativeApproach=Only-Data2025.06 | 15 | 47.8 | 72 | 37 | 47 | |
| FCI-VanillaApproach=Only-Data2025.06 | 21.3 | 61.6 | 41 | 22 | 29 | |
| FCI-HeuristicsApproach=Only-Data2025.06 | 21.3 | 61.6 | 41 | 22 | 29 |