Sequential VAE

Reported on 3 benchmarks across 3 tasks · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Time Series3 results

Time Series ForecastingonUSHCN-Daily
MSE· 2016-09-30
0.83
best: 0.258 (FLD)
SOTA
Structured Inference Networks for Nonlinear State Space Models arXiv:1609.09869
Time Series AnalysisonUSHCN-Daily
MSE· 2016-09-30
0.83
best: 0.258 (FLD)
SOTA
Structured Inference Networks for Nonlinear State Space Models arXiv:1609.09869
Multivariate Time Series ForecastingonUSHCN-Daily
MSE· 2016-09-30
0.83
best: 0.258 (FLD)
SOTA
Structured Inference Networks for Nonlinear State Space Models arXiv:1609.09869