Causal Discovery on Earthquake d=5
1Mod. SHDNLPSCM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| NLPSCMApproach=Data-LM2025.06 | 1 | 2.2 | 100 | 75 | 85 | |
| FCI-CumulativeApproach=Only-Data2025.06 | 2 | 0 | 100 | 50 | 67 | |
| ILS-CSLApproach=Data-LM2025.06 | 2.38 | 5.25 | 88 | 44 | 56 | |
| FCI-VanillaApproach=Only-Data2025.06 | 3.6 | 8.2 | 20 | 5 | 8 | |
| FCI-HeuristicsApproach=Only-Data2025.06 | 3.6 | 8.2 | 20 | 5 | 8 | |
| FCI-IterativeApproach=Only-Data2025.06 | 5 | 12.2 | 30 | 20 | 24 | |
| LLM-firstApproach=Data-LM2025.06 | 6 | 15 | 11 | 8 | 9 |