Generator Deployment on Synthetic Data W=4 (out-of-sample test)
12,473.7CostTrue Optimal
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| True OptimalFramework=Optimal2025.02 | 12,473.7 | — | 0 | |
| Neural ODEFramework=GDF2025.02 | 16,182.01 | 976.68 | 8.91 | |
| Neural ODEFramework=Two-stage2025.02 | 16,213.61 | 1,278.43 | 40.51 | |
| OnlineFramework=Online, lag=12025.02 | 18,032.49 | — | 9,026.52 | |
| RNNFramework=Two-stage2025.02 | 18,170.73 | 29,537.25 | 1,997.63 | |
| RNNFramework=GDF2025.02 | 18,170.73 | 29,839.47 | 1,997.63 | |
| LSTMFramework=Two-stage2025.02 | 18,252.93 | 13,277.65 | 2,079.82 | |
| LSTMFramework=GDF2025.02 | 18,275.56 | 9,777.48 | 2,102.46 | |
| OnlineFramework=Online, lag=32025.02 | 21,500.22 | — | 5,558.79 |