Dynamic Causal Graph Tracking on Synthetic benchmark semi-synthetic health data (test)
91Direction AccuracyPerCaM-Health
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PerCaM-HealthPersonalized=true, Temporal=true2026.05 | 91 | 80 | 0.031 | 1.9 | |
| DyCausalPersonalized=false, Temporal=true2026.05 | 86 | 74 | 0.043 | 3.2 | |
| DyCASTPersonalized=false, Temporal=true2026.05 | 84 | 71 | 0.047 | 3.6 | |
| Rolling correlationPersonalized=true, Temporal=true2026.05 | 83 | 69 | 0.049 | 3.5 | |
| TV-VARPersonalized=false, Temporal=true2026.05 | 81 | 66 | 0.055 | 4.2 | |
| DYNOTEARSPersonalized=false, Temporal=true2026.05 | 79 | 63 | 0.061 | 4.8 |