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ResearchFormerly WizWand

Time Series Forecasting on Cheetah MuJoCo D (test)

0.65MSEDEEPAR CL
0.63760.72130.8050.8887Sep 27, 2023
Updated 5mo ago

Evaluation results

MethodLinks
DEEPAR CLLookback length (L)=5002023.090.650.62
LSTMLookback length (L)=5002023.090.660.63
SPACETIMELookback length (L)=5002023.090.680.64
LATENT NLINEARLookback length (L)=5002023.090.690.64
NLINEARLookback length (L)=5002023.090.720.66
DEEPAR CLLookback length (L)=2502023.090.750.68
N-HITSLookback length (L)=5002023.090.750.68
LSTMLookback length (L)=2502023.090.760.69
LATENT NLINEARLookback length (L)=2502023.090.770.7
SPACETIMELookback length (L)=2502023.090.770.7
DEEPAR CLLookback length (L)=962023.090.780.71
LSTMLookback length (L)=962023.090.790.71
SPACETIMELookback length (L)=962023.090.790.71
NLINEARLookback length (L)=2502023.090.790.71
DEEPAR CLL=962023.090.790.71
LATENT NLINEARLookback length (L)=962023.090.80.72
N-HITSLookback length (L)=2502023.090.80.71
LATENT NLINEARL=962023.090.80.72
N-HITSLookback length (L)=962023.090.810.72
NLINEARLookback length (L)=962023.090.810.72
NEURAL ODELookback length (L)=5002023.090.910.8
DEEPAR VANILLALookback length (L)=962023.090.920.79
NEURAL ODELookback length (L)=962023.090.930.81
DEEPAR VANILLALookback length (L)=5002023.090.940.82
NEURAL ODELookback length (L)=2502023.090.950.82
DEEPAR VANILLALookback length (L)=2502023.090.960.83