Time-Series Counterfactual Estimation on Synthetic
0.066cf MAECEPAE
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CEPAEef=02026.02 | 0.066 | 0.002 | 0.946 | 0.874 | 0.051 | 0.068 | 0.999 | |
| CEPAEef=12026.02 | 0.068 | 0.007 | 0.931 | 0.833 | 0.057 | 0.063 | 1 | |
| CAAEef=12026.02 | 0.083 | -0.018 | 0.897 | 0.829 | 0.056 | 0.069 | 0.999 | |
| CAAEef=02026.02 | 0.087 | -0.001 | 0.91 | 0.838 | 0.055 | 0.069 | 0.997 | |
| CVAEef=12026.02 | 0.137 | 0.067 | 0.443 | 0.36 | 0.116 | 0.15 | 1 | |
| CVAEef=02026.02 | 0.144 | -0.067 | 0.457 | 0.388 | 0.116 | 0.127 | 1 | |
| AB-LSTMef=12026.02 | 0.197 | 0.001 | — | — | — | — | — | |
| LSTMef=12026.02 | 0.198 | 0.001 | — | — | — | — | — | |
| LSTMef=02026.02 | 0.199 | 0.001 | — | — | — | — | — | |
| AB-LSTMef=02026.02 | 0.201 | 0.001 | — | — | — | — | — |