Counterfactual intervention on Glucose monitoring dataset
96Direction Accuracylatent-aware dynamic intervention
Evaluation results
| Method | Links | ||
|---|---|---|---|
| latent-aware dynamic interventionUses Graph=✓, Uses Personalization=✓, Uses Latent State=✓2026.05 | 96 | -0.31 | |
| Dynamic graph interventionUses Graph=✓, Uses Personalization=✓, Uses Latent State=✗2026.05 | 94 | -0.28 | |
| Personalized graph interventionUses Graph=✓, Uses Personalization=✓, Uses Latent State=✗2026.05 | 91 | -0.24 | |
| Static causal graph interventionUses Graph=✓, Uses Personalization=✗, Uses Latent State=✗2026.05 | 84 | -0.18 | |
| Linear regression counterfactualUses Graph=✗, Uses Personalization=✗, Uses Latent State=✗2026.05 | 76 | -0.13 | |
| Population average treatment effectUses Graph=✗, Uses Personalization=✗, Uses Latent State=✗2026.05 | 71 | -0.09 |