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SotA/Time Series/Imputation/UCI localization data

Imputation on UCI localization data

Metric: MAE (10% missing) (lower is better)

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#Model↕MAE (10% missing)▲Extra DataPaperDate↕Code
1BRITS0.219NoBRITS: Bidirectional Recurrent Imputation for Ti...2018-05-27Code
2M-RNN0.248NoEstimating Missing Data in Temporal Data Streams...2017-11-23Code
3ImputeTS0.363No--Code
4MICE0.477No--Code
5Matrix Factorization (MF)0.879No---