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ResearchFormerly WizWand

Time Series Forecasting on Walker MuJoCo D (test)

0.73MSEDEEPAR CL
0.72080.78290.8450.9071Sep 27, 2023
Updated 5mo ago

Evaluation results

MethodLinks
DEEPAR CLLookback length (L)=962023.090.730.53
LSTMLookback length (L)=962023.090.730.52
LATENT NLINEARLookback length (L)=962023.090.740.53
SPACETIMELookback length (L)=962023.090.740.53
N-HITSLookback length (L)=962023.090.740.53
NLINEARLookback length (L)=962023.090.740.53
DEEPAR VANILLALookback length (L)=962023.090.740.53
NEURAL ODELookback length (L)=962023.090.750.55
DEEPAR CLLookback length (L)=5002023.090.790.55
LSTMLookback length (L)=5002023.090.80.56
DEEPAR VANILLALookback length (L)=5002023.090.820.56
DEEPAR CLLookback length (L)=2502023.090.830.59
LSTMLookback length (L)=2502023.090.830.59
DEEPAR VANILLALookback length (L)=2502023.090.830.59
LATENT NLINEARLookback length (L)=2502023.090.840.6
SPACETIMELookback length (L)=2502023.090.840.6
N-HITSLookback length (L)=2502023.090.850.61
NEURAL ODELookback length (L)=2502023.090.850.61
NLINEARLookback length (L)=2502023.090.860.61
NEURAL ODELookback length (L)=5002023.090.860.6
SPACETIMELookback length (L)=5002023.090.870.62
LATENT NLINEARLookback length (L)=5002023.090.890.62
N-HITSLookback length (L)=5002023.090.930.64
NLINEARLookback length (L)=5002023.090.960.67