Probabilistic Time Series Forecasting on ILI
0.082CRPSLSG-VAE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LSG-VAEHorizon=24, Context Length=362026.03 | 0.082 | — | |
| LSG-VAELook-back window length=168, Prediction horizon=1922026.03 | 0.107 | 4.968 | |
| LSG-VAEHorizon=36, Context Length=362026.03 | 0.11 | — | |
| LSG-VAEHorizon=48, Context Length=362026.03 | 0.114 | — | |
| LSG-VAEHorizon=60, Context Length=362026.03 | 0.13 | — | |
| NsDiffLook-back window length=168, Prediction horizon=1922026.03 | 0.806 | 5.598 | |
| TMDMLook-back window length=168, Prediction horizon=1922026.03 | 0.967 | 6.217 | |
| TimeGradLook-back window length=168, Prediction horizon=1922026.03 | 1.14 | 6.519 | |
| TimeDiffLook-back window length=168, Prediction horizon=1922026.03 | 1.153 | 14.942 | |
| CSDILook-back window length=168, Prediction horizon=1922026.03 | 1.244 | 7.693 | |
| DiffusionTSLook-back window length=168, Prediction horizon=1922026.03 | 1.612 | 10.09 |