Causal Discovery on Alzheimer fixed sample size (real-world)
0.125RNBBOSS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BOSS2026.06 | 0.125 | 90 | |
| CEAbackbone=GPT-5.52026.06 | 0.125 | 90 | |
| LLM-BFSbackbone=GPT-5.52026.06 | 0.156 | 86.1 | |
| GES2026.06 | 0.219 | 80.7 | |
| Uniform CEAmode=uniform weights2026.06 | 0.219 | 79.8 | |
| GRaSP2026.06 | 0.25 | 77.5 | |
| FCI2026.06 | 0.281 | 73.4 | |
| DAGBag2026.06 | 0.375 | 63.3 | |
| PC2026.06 | 0.406 | 59.2 | |
| ICA-LiNGAM2026.06 | 0.438 | 58.5 | |
| LLM-Greedybackbone=GPT-5.52026.06 | 0.438 | 60.6 |