Time Series Forecasting on Cheetah MuJoCo D (test)
0.65MSEDEEPAR CL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DEEPAR CLLookback length (L)=5002023.09 | 0.65 | 0.62 | |
| LSTMLookback length (L)=5002023.09 | 0.66 | 0.63 | |
| SPACETIMELookback length (L)=5002023.09 | 0.68 | 0.64 | |
| LATENT NLINEARLookback length (L)=5002023.09 | 0.69 | 0.64 | |
| NLINEARLookback length (L)=5002023.09 | 0.72 | 0.66 | |
| DEEPAR CLLookback length (L)=2502023.09 | 0.75 | 0.68 | |
| N-HITSLookback length (L)=5002023.09 | 0.75 | 0.68 | |
| LSTMLookback length (L)=2502023.09 | 0.76 | 0.69 | |
| LATENT NLINEARLookback length (L)=2502023.09 | 0.77 | 0.7 | |
| SPACETIMELookback length (L)=2502023.09 | 0.77 | 0.7 | |
| DEEPAR CLLookback length (L)=962023.09 | 0.78 | 0.71 | |
| LSTMLookback length (L)=962023.09 | 0.79 | 0.71 | |
| SPACETIMELookback length (L)=962023.09 | 0.79 | 0.71 | |
| NLINEARLookback length (L)=2502023.09 | 0.79 | 0.71 | |
| DEEPAR CLL=962023.09 | 0.79 | 0.71 | |
| LATENT NLINEARLookback length (L)=962023.09 | 0.8 | 0.72 | |
| N-HITSLookback length (L)=2502023.09 | 0.8 | 0.71 | |
| LATENT NLINEARL=962023.09 | 0.8 | 0.72 | |
| N-HITSLookback length (L)=962023.09 | 0.81 | 0.72 | |
| NLINEARLookback length (L)=962023.09 | 0.81 | 0.72 | |
| NEURAL ODELookback length (L)=5002023.09 | 0.91 | 0.8 | |
| DEEPAR VANILLALookback length (L)=962023.09 | 0.92 | 0.79 | |
| NEURAL ODELookback length (L)=962023.09 | 0.93 | 0.81 | |
| DEEPAR VANILLALookback length (L)=5002023.09 | 0.94 | 0.82 | |
| NEURAL ODELookback length (L)=2502023.09 | 0.95 | 0.82 | |
| DEEPAR VANILLALookback length (L)=2502023.09 | 0.96 | 0.83 |