| Paper | Code | Balanced Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 45.8±2.0 | LGBM ( + hand crafted features) | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 42.7±1.4 | Transformer | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 41.6±2.3 | TCN | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 40.4±0.8 | LGBM | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 39.5±1.2 | LSTM | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 39.2±2.1 | GRU | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 39.1±0.0 | Logistic Regression | 2021-11-16 |