Counterfactual Outcome Estimation on Synthetic data (sequence length 40, gamma=2) (test)
1.24NRMSE Horizon 1CRN
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| CRN2024.06 | 1.24 | 1.21 | 1.31 | 1.42 | 1.55 | 1.67 | 1.79 | 1.91 | 2.03 | 2.13 | |
| G-Net2024.06 | 1.26 | 1.47 | 1.74 | 1.9 | 2.02 | 2.12 | 2.22 | 2.31 | 2.39 | 2.47 | |
| RMSN2024.06 | 1.28 | 1.28 | 1.37 | 1.49 | 1.62 | 1.76 | 1.89 | 2.03 | 2.15 | 2.26 | |
| CT2024.06 | 1.36 | 1.38 | 1.4 | 1.48 | 1.54 | 1.62 | 1.7 | 1.75 | 1.82 | 1.85 | |
| Causal CPC2024.06 | 1.41 | 1.3 | 1.33 | 1.41 | 1.5 | 1.56 | 1.6 | 1.66 | 1.7 | 1.74 |