Generator Deployment on Synthetic Data W=3 (out-of-sample)
15,639.77CostTrue Optimal
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| True OptimalFramework=Optimal2025.02 | 15,639.77 | — | 0 | |
| Neural ODEFramework=GDF2025.02 | 15,648.84 | 970.8 | 9.07 | |
| Neural ODEFramework=Two-stage2025.02 | 15,680.28 | 1,278.43 | 39.92 | |
| RNNFramework=Two-stage2025.02 | 17,637.4 | 29,537.25 | 1,997.63 | |
| RNNFramework=GDF2025.02 | 17,637.4 | 29,840.9 | 1,997.63 | |
| LSTMFramework=Two-stage2025.02 | 17,719.59 | 10,906.76 | 2,079.82 | |
| OnlineFramework=Online, lag=12025.02 | 18,032.49 | — | 2,392.72 | |
| LSTMFramework=GDF2025.02 | 18,139.86 | 13,004.73 | 2,500.09 | |
| OnlineFramework=Online, lag=32025.02 | 21,500.22 | — | 5,860.45 |