Counterfactual Outcome Estimation on Synthetic data sequence length 40, gamma=1 v1 (test)
1.01NRMSE (T=1)CRN
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| CRN2024.06 | 1.01 | 1.11 | 1.19 | 1.3 | 1.41 | 1.49 | 1.56 | 1.62 | 1.67 | 1.7 | |
| G-Net2024.06 | 1.11 | 1.3 | 1.52 | 1.65 | 1.76 | 1.86 | 1.96 | 2.05 | 2.13 | 2.19 | |
| RMSN2024.06 | 1.14 | 1.2 | 1.24 | 1.32 | 1.4 | 1.49 | 1.57 | 1.64 | 1.71 | 1.76 | |
| Causal CPC2024.06 | 1.21 | 1.13 | 1.22 | 1.27 | 1.35 | 1.43 | 1.48 | 1.54 | 1.58 | 1.62 | |
| CT2024.06 | 1.21 | 1.34 | 1.43 | 1.52 | 1.59 | 1.65 | 1.71 | 1.76 | 1.78 | 1.8 |