Causal Graph Discovery on Neuropathic
22AccuracyBFS with LLMs
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BFS with LLMs# of Samples=1002024.02 | 22 | 35 | 331 | 64 | |
| PC# of Samples=10002024.02 | 4 | 8 | 559 | 92 | |
| DAGMA# of Samples=100002024.02 | 3.3 | 6.3 | 214 | 94 | |
| DAGMA# of Samples=1002024.02 | 3 | 5 | 77 | 95 | |
| DAGMA# of Samples=10002024.02 | 3 | 5.7 | 316 | 94 | |
| NOTEARS# of Samples=100002024.02 | 3 | 5.8 | 53 | 94 | |
| NOTEARS# of Samples=1002024.02 | 2.9 | 6 | 76 | 94 | |
| PC# of Samples=1002024.02 | 2 | 4 | 311 | 96 | |
| NOTEARS# of Samples=10002024.02 | 2 | 4 | 36 | 96 |