HyperAI超神经

Multivariate Time Series Imputation On 1

评估指标

MAE (10% of data as GT)

评测结果

各个模型在此基准测试上的表现结果

比较表格
模型名称MAE (10% of data as GT)
saits-self-attention-based-imputation-for0.186
imputets-time-series-missing-value-imputation0.390
estimating-missing-data-in-temporal-data0.451
multiple-imputation-using-chained-equations0.634
neural-ordinary-differential-equations-
latent-odes-for-irregularly-sampled-time-
latent-odes-for-irregularly-sampled-time-
neural-ordinary-differential-equations-
brits-bidirectional-recurrent-imputation-for0.281