HyperAIHyperAI超神経
ホームニュース論文チュートリアルデータセット百科事典SOTALLMモデルGPU ランキング学会
検索
サイトについて
HyperAIHyperAI超神経

Heart Rate Estimation On Wesad

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

モデル名
MAE [bpm, session-wise]
Paper TitleRepository
CNN ensemble7.47 ± 3.3Deep PPG: Large-Scale Heart Rate Estimation with Convolutional Neural Networks-
SpaMa11.51 ± 3.7A Novel Time-Varying Spectral Filtering Algorithm for Reconstruction of Motion Artifact Corrupted Heart Rate Signals During Intense Physical Activities Using a Wearable Photoplethysmogram Sensor-
Schäck201719.97 ± 8.1Computationally efficient heart rate estimation during physical exercise using photoplethysmographic signals-
SpaMaPlus9.45 ± 2.9A 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 average8.42 ± 3Deep PPG: Large-Scale Heart Rate Estimation with Convolutional Neural Networks-
0 of 5 row(s) selected.