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SotA/Time Series/Imputation/PhysioNet Challenge 2012

Imputation on PhysioNet Challenge 2012

Metric: mse (10^-3) (lower is better)

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#Model↕mse (10^-3)▲Extra DataPaperDate↕Code
1Latent ODE (ODE enc)2.118NoLatent ODEs for Irregularly-Sampled Time Series2019-07-08Code
2Latent ODE + Poisson2.789NoLatent ODEs for Irregularly-Sampled Time Series2019-07-08Code
3Latent ODE (RNN enc.)3.907NoNeural Ordinary Differential Equations2018-06-19Code
4RNN-VAE5.93NoNeural Ordinary Differential Equations2018-06-19Code