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SotA/Time Series/Imputation/Beijing Multi-Site Air-Quality Dataset

Imputation on Beijing Multi-Site Air-Quality Dataset

Metric: MAE (PM2.5) (lower is better)

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#Model↕MAE (PM2.5)▲Extra DataPaperDate↕Code
1GRIN10.51NoFilling the G_ap_s: Multivariate Time Series Imp...2021-07-31Code
2BRITS11.56NoBRITS: Bidirectional Recurrent Imputation for Ti...2018-05-27Code
3STMVL12.12No---
4M-RNN14.24NoEstimating Missing Data in Temporal Data Streams...2017-11-23Code
5ImputeTS19.58No--Code
6MICE27.42No--Code