Time Series Forecasting on Walker MuJoCo D (test)
0.73MSEDEEPAR CL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DEEPAR CLLookback length (L)=962023.09 | 0.73 | 0.53 | |
| LSTMLookback length (L)=962023.09 | 0.73 | 0.52 | |
| LATENT NLINEARLookback length (L)=962023.09 | 0.74 | 0.53 | |
| SPACETIMELookback length (L)=962023.09 | 0.74 | 0.53 | |
| N-HITSLookback length (L)=962023.09 | 0.74 | 0.53 | |
| NLINEARLookback length (L)=962023.09 | 0.74 | 0.53 | |
| DEEPAR VANILLALookback length (L)=962023.09 | 0.74 | 0.53 | |
| NEURAL ODELookback length (L)=962023.09 | 0.75 | 0.55 | |
| DEEPAR CLLookback length (L)=5002023.09 | 0.79 | 0.55 | |
| LSTMLookback length (L)=5002023.09 | 0.8 | 0.56 | |
| DEEPAR VANILLALookback length (L)=5002023.09 | 0.82 | 0.56 | |
| DEEPAR CLLookback length (L)=2502023.09 | 0.83 | 0.59 | |
| LSTMLookback length (L)=2502023.09 | 0.83 | 0.59 | |
| DEEPAR VANILLALookback length (L)=2502023.09 | 0.83 | 0.59 | |
| LATENT NLINEARLookback length (L)=2502023.09 | 0.84 | 0.6 | |
| SPACETIMELookback length (L)=2502023.09 | 0.84 | 0.6 | |
| N-HITSLookback length (L)=2502023.09 | 0.85 | 0.61 | |
| NEURAL ODELookback length (L)=2502023.09 | 0.85 | 0.61 | |
| NLINEARLookback length (L)=2502023.09 | 0.86 | 0.61 | |
| NEURAL ODELookback length (L)=5002023.09 | 0.86 | 0.6 | |
| SPACETIMELookback length (L)=5002023.09 | 0.87 | 0.62 | |
| LATENT NLINEARLookback length (L)=5002023.09 | 0.89 | 0.62 | |
| N-HITSLookback length (L)=5002023.09 | 0.93 | 0.64 | |
| NLINEARLookback length (L)=5002023.09 | 0.96 | 0.67 |