Time-series counterfactual estimation on Semi-synth
0.056cf MAECEPAE
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CEPAEef=02026.02 | 0.056 | -0.001 | 0.747 | 0.3 | 0.045 | 0.05 | 0.992 | |
| CEPAEef=12026.02 | 0.056 | 0.002 | 0.75 | 0.468 | 0.059 | 0.064 | 0.997 | |
| CAAEef=12026.02 | 0.061 | -0.008 | 0.582 | 0.289 | 0.063 | 0.067 | 0.995 | |
| CAAEef=02026.02 | 0.065 | -0.009 | 0.51 | 0.275 | 0.055 | 0.065 | 0.994 | |
| LSTMef=12026.02 | 0.08 | 0.002 | — | — | — | — | — | |
| AB-LSTMef=12026.02 | 0.083 | 0.003 | — | — | — | — | — | |
| CVAEef=12026.02 | 0.083 | -0.011 | 0.045 | 0.109 | 0.101 | 0.117 | 0.991 | |
| LSTMef=02026.02 | 0.101 | 0.003 | — | — | — | — | — | |
| AB-LSTMef=02026.02 | 0.103 | 0.004 | — | — | — | — | — | |
| CVAEef=02026.02 | 0.105 | 0.011 | 0.037 | 0.109 | 0.081 | 0.1 | 0.996 |