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SotA/Time Series/Time Series Analysis/PhysioNet Challenge 2012

Time Series Analysis on PhysioNet Challenge 2012

Metric: F1 (higher is better)

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#Model↕F1▼Extra DataPaperDate↕Code
1naive classifier87.47NoAs easy as APC: overcoming missing data and clas...2021-06-29Code
2GRU-D - APC (n = 1)27.3NoAs easy as APC: overcoming missing data and clas...2021-06-29Code
3GRU-APC (n = 1)25.7NoAs easy as APC: overcoming missing data and clas...2021-06-29Code
4GRU-D22.5NoAs easy as APC: overcoming missing data and clas...2021-06-29Code
5GRU22.3NoAs easy as APC: overcoming missing data and clas...2021-06-29Code
6GRU-Simple22.2NoAs easy as APC: overcoming missing data and clas...2021-06-29Code
7GRU-Mean22.1NoAs easy as APC: overcoming missing data and clas...2021-06-29Code