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ResearchFormerly WizWand

Time Series Forecasting on Hopper MuJoCo D (test)

0.43MSELSTM
0.42080.48290.5450.6071Sep 27, 2023
Updated 5mo ago

Evaluation results

MethodLinks
LSTMLookback length (L)=5002023.090.430.37
DEEPAR CLLookback length (L)=5002023.090.440.38
DEEPAR VANILLALookback length (L)=5002023.090.450.39
LATENT NLINEARLookback length (L)=5002023.090.490.42
SPACETIMELookback length (L)=5002023.090.50.42
N-HITSLookback length (L)=5002023.090.510.43
NEURAL ODELookback length (L)=5002023.090.540.45
LSTMLookback length (L)=962023.090.560.41
N-HITSLookback length (L)=962023.090.560.41
NLINEARLookback length (L)=5002023.090.560.46
DEEPAR CLLookback length (L)=962023.090.580.42
LATENT NLINEARLookback length (L)=962023.090.580.42
DEEPAR VANILLALookback length (L)=962023.090.580.42
SPACETIMELookback length (L)=962023.090.590.43
DEEPAR CLLookback length (L)=2502023.090.60.44
LSTMLookback length (L)=2502023.090.60.44
DEEPAR VANILLALookback length (L)=2502023.090.60.44
NLINEARLookback length (L)=962023.090.610.43
LATENT NLINEARLookback length (L)=2502023.090.610.45
N-HITSLookback length (L)=2502023.090.620.46
NEURAL ODELookback length (L)=962023.090.630.47
SPACETIMELookback length (L)=2502023.090.640.47
NLINEARLookback length (L)=2502023.090.660.48
NEURAL ODELookback length (L)=2502023.090.660.48