Counterfactual Outcome Estimation on Synthetic data sequence length 40, gamma=3 v1 (test)
1.19NRMSE (T=1)G-Net
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| G-Net2024.06 | 1.19 | 1.38 | 1.72 | 1.92 | 2.11 | 2.32 | 2.52 | 2.72 | 2.93 | 3.13 | |
| RMSN2024.06 | 1.48 | 1.4 | 1.66 | 1.86 | 2.01 | 2.14 | 2.24 | 2.32 | 2.37 | 2.39 | |
| CRN2024.06 | 1.5 | 1.47 | 1.62 | 1.76 | 1.89 | 1.98 | 2.05 | 2.1 | 2.13 | 2.15 | |
| Causal CPC2024.06 | 1.52 | 1.19 | 1.26 | 1.38 | 1.52 | 1.66 | 1.79 | 1.91 | 2.02 | 2.11 | |
| CT2024.06 | 1.56 | 1.68 | 1.77 | 1.95 | 2.05 | 2.19 | 2.29 | 2.35 | 2.43 | 2.43 |