| Paper | Code | MAE | ModelName | ReleaseDate |
|---|---|---|---|---|
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 0.45±0.00 | LGBM ( + hand crafted features) | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 0.45±0.00 | LGBM | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 0.48±0.02 | Transformer | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 0.49±0.02 | GRU | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 0.50±0.01 | LSTM | 2021-11-16 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | ✓ Link | 0.50±0.01 | TCN | 2021-11-16 |