Granger Causal Discovery on DREAM-4
0.829Gene 1 ScoreCausalMoE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CausalMoE2026.06 | 0.829 | 0.801 | 0.719 | 0.753 | 0.758 | |
| JRNGC2026.06 | 0.739 | 0.733 | 0.647 | 0.647 | 0.648 | |
| CUTS2026.06 | 0.693 | 0.644 | 0.654 | 0.633 | 0.665 | |
| KANGCI2026.06 | 0.641 | 0.624 | 0.639 | 0.646 | 0.628 | |
| CR-VAE2026.06 | 0.607 | 0.533 | 0.54 | 0.534 | 0.563 | |
| GC2026.06 | 0.606 | 0.558 | 0.501 | 0.495 | 0.505 | |
| PCMCI2026.06 | 0.605 | 0.552 | 0.514 | 0.515 | 0.505 | |
| NGC2026.06 | 0.526 | 0.577 | 0.477 | 0.54 | 0.548 |