Time-series forecasting on ETTh1 (MSE, NLL, Coverage)
0.589MSEUPN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| UPNTraining Time/epoch (s)=401.2, Inference Time/batch (s)=0.1452025.08 | 0.589 | 2.541 | 90.3 | 85.5 | 77 | |
| Neural SDETraining Time/epoch (s)=903.9, Inference Time/batch (s)=0.9582025.08 | 0.669 | 2.542 | 91.8 | 87.4 | 78.4 |