HyperAI超神经

Multivariate Time Series Forecasting On 1

评估指标

MSE (10^-2, 50% missing)

评测结果

各个模型在此基准测试上的表现结果

		Paper Title
RNN ∆t	30.571	-
ODE-RNN	26.463	Latent ODEs for Irregularly-Sampled Time Series
RNN GRU-D	5.833	Recurrent Neural Networks for Multivariate Time Series with Missing Values
RNN-VAE	1.782	Neural Ordinary Differential Equations
Latent ODE (RNN enc.)	1.377	Neural Ordinary Differential Equations
Latent ODE (ODE enc)	1.258	Latent ODEs for Irregularly-Sampled Time Series

0 of 6 row(s) selected.

HyperAI超神经

Multivariate Time Series Forecasting On 1

评估指标

MSE (10^-2, 50% missing)

评测结果

各个模型在此基准测试上的表现结果

		Paper Title
RNN ∆t	30.571	-
ODE-RNN	26.463	Latent ODEs for Irregularly-Sampled Time Series
RNN GRU-D	5.833	Recurrent Neural Networks for Multivariate Time Series with Missing Values
RNN-VAE	1.782	Neural Ordinary Differential Equations
Latent ODE (RNN enc.)	1.377	Neural Ordinary Differential Equations
Latent ODE (ODE enc)	1.258	Latent ODEs for Irregularly-Sampled Time Series

0 of 6 row(s) selected.

Multivariate Time Series Forecasting On 1 | SOTA | HyperAI超神经