Datasets › PhysioNet Challenge 2012
PhysioNet Challenge 2012
The PhysioNet Challenge 2012 dataset is publicly available and contains the de-identified records of 8000 patients in Intensive Care Units (ICU). Each record consists of roughly 48 hours of multivariate time series data with up to 37 features recorded at various times from the patients during their stay such as respiratory rate, glucose etc.
Source: Multi-resolution Networks For Flexible Irregular Time Series Modeling (Multi-FIT) Image Source: https://physionet.org/content/challenge-2016/1.0.0/
Benchmarks archive 2025-07-28
All 5 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Time Series Classification | PhysioNet Challenge 2012 | GRU-D AUC 86.99% | Set Functions for Time Series | WenjieDu/PyPOTS +1 | 28 | Compare |
| Multivariate Time Series Imputation | PhysioNet Challenge 2012 | SAITS MAE (10% of data as GT) 0.186 | SAITS: Self-Attention-based Imputation for Time Series | WenjieDu/PyPOTS +2 | 9 | Compare |
| Time Series Analysis | PhysioNet Challenge 2012 | naive classifier F1 87.47 | As easy as APC: overcoming missing data and class... | fiorella-wever/APC | 7 | Compare |
| Multivariate Time Series Forecasting | PhysioNet Challenge 2012 | Latent ODE + Poisson mse (10^-3) 2.208 | Latent ODEs for Irregularly-Sampled Time Series | YuliaRubanova/latent_ode +10 | 4 | Compare |
| Imputation | PhysioNet Challenge 2012 | GP-VAE (B-NLST) AUROC 0.743 | Seq2Tens: An Efficient Representation of Sequences by... | tgcsaba/seq2tens | 1 | Compare |
Papers archive 2025-07-28
14 shown of 14 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 23. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- PhysioNet Challenge 2012
1 variant name, as the archive lists them.
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