Causal Discovery on Asia (d=8)
4.6Modified SHDNLPSCM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| NLPSCMApproach=Data-LM2025.06 | 4.6 | 13.6 | 80 | 60 | 67 | |
| ILS-CSLApproach=Data-LM2025.06 | 6.5 | 28.5 | 79 | 28 | 40 | |
| FCI-CumulativeApproach=Only-Data2025.06 | 7 | 23 | 0 | 0 | 0 | |
| LLM-firstApproach=Data-LM2025.06 | 7.33 | 27.67 | 58 | 29 | 39 | |
| FCI-VanillaApproach=Only-Data2025.06 | 7.8 | 30 | 0 | 0 | 0 | |
| FCI-HeuristicsApproach=Only-Data2025.06 | 7.8 | 30 | 0 | 0 | 0 | |
| FCI-IterativeApproach=Only-Data2025.06 | 8 | 33 | 45 | 23 | 29 |