| Paper | Code | MAE | ModelName | ReleaseDate |
|---|---|---|---|---|
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 56.9±0.4 | LGBM | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 57.0±0.3 | LGBM ( + hand crafted features) | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 59.5±2.8 | Transformer | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 59.8±2.8 | TCN | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 60.6±0.9 | GRU | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 60.7±1.6 | LSTM | 2021-11-16 |