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SOTA
Heart Rate Estimation
Heart Rate Estimation On Ppg Dalia
Heart Rate Estimation On Ppg Dalia
評価指標
MAE [bpm, session-wise]
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
Columns
モデル名
MAE [bpm, session-wise]
Paper Title
Repository
Schäck2017
20.45 ± 7.1
Computationally efficient heart rate estimation during physical exercise using photoplethysmographic signals
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SpaMaPlus
11.06 ± 4.8
A Novel Time-Varying Spectral Filtering Algorithm for Reconstruction of Motion Artifact Corrupted Heart Rate Signals During Intense Physical Activities Using a Wearable Photoplethysmogram Sensor
-
CNN ensemble
7.65 ± 4.2
Deep PPG: Large-Scale Heart Rate Estimation with Convolutional Neural Networks
-
KID-PPG
2.85 ± 1.07
KID-PPG: Knowledge Informed Deep Learning for Extracting Heart Rate from a Smartwatch
SpaMa
15.56 ± 7.5
A Novel Time-Varying Spectral Filtering Algorithm for Reconstruction of Motion Artifact Corrupted Heart Rate Signals During Intense Physical Activities Using a Wearable Photoplethysmogram Sensor
-
CNN Average
8.82 ± 3.8
Deep PPG: Large-Scale Heart Rate Estimation with Convolutional Neural Networks
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