| Paper | Code | MAE for SBP [mmHg] | MAE for DBP [mmHg] | Mean Squared Error | MAE | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|
| Long-term Blood Pressure Prediction with Deep Recurrent Neural Networks | ✓ Link | 8.54 | 6.7 | Deep RNN | 2017-05-12 | ||
| Blood Pressure Estimation from Photoplethysmogram Using a Spectro-Temporal Deep Neural Network | 9.43 | 6.88 | ResNet (raw PPG + PPG’ + PPG”, with personalization) | 2019-08-04 | |||
| []() | 13.62 | 11.73 | Random Forest (features, with personalization) | ||||
| Domain Knowledge Integrated CNN-xLSTM-xAtt Network with Multi Stream Feature Fusion for Cuffless Blood Pressure Estimation from Photoplethysmography Signals | ✓ Link | 0.05% | 1.40% | Domain Knowledge Integrated CNN-xLSTM-xAtt Nrtwork | 2025-05-13 |