GRU-APC (n = 1)

Reported on 2 benchmarks across 2 tasks · 1 paper

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

Time Series2 results

Time Series ClassificationonPhysioNet Challenge 2012
AUPRC· 2021-06-29
53.5
best: 55.1 (GRU-D - APC (n = 1))
As easy as APC: overcoming missing data and class imbalance in time series with self-supervised learning arXiv:2106.15577
Time Series AnalysisonPhysioNet Challenge 2012
F1· 2021-06-29
25.7
best: 87.47 (naive classifier)
As easy as APC: overcoming missing data and class imbalance in time series with self-supervised learning arXiv:2106.15577