Intervention Outcome Prediction on Full Synthetic (test)
36.53RMSE (T+1)CSI-VAE
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CSI-VAEvariant=12024.06 | 36.53 | 41.46 | 41.73 | 41.12 | 41.32 | |
| GRUvariant=22024.06 | 93.73 | 101.03 | 118.01 | 88.53 | 132.28 | |
| CSI-VAEvariant=22024.06 | 97.8 | 118.25 | 117.79 | 127.25 | 135.03 | |
| Transformer2024.06 | 111.66 | 122.08 | 150.57 | 175.84 | 87.89 | |
| LSTM2024.06 | 114.71 | 126.65 | 137.12 | 105.22 | 137.19 | |
| CSI-VAEvariant=32024.06 | 138.78 | 164.02 | 141.71 | 132.59 | 125.55 | |
| GRUvariant=02024.06 | 229.72 | 269.66 | 220.95 | 208.3 | 188.43 | |
| GRUvariant=12024.06 | 230.76 | 270.83 | 220.93 | 208.33 | 184.92 |