| Paper | Code | AUPRC | ModelName | ReleaseDate |
|---|---|---|---|---|
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 0.626±0.000 | LGBM ( + hand crafted features) | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 0.610±0.008 | Transformer | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 0.603 ±0.016 | GRU | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 0.602±0.011 | TCN | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 0.600±0.009 | LSTM | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 0.581±0.000 | Logistic Regression | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 0.546±0.008 | LGBM | 2021-11-16 |