HyperAI

Heart Rate Estimation On Ppg Dalia

Métriques

MAE [bpm, session-wise]

Résultats

Résultats de performance de divers modèles sur ce benchmark

Tableau comparatif
Nom du modèleMAE [bpm, session-wise]
computationally-efficient-heart-rate20.45 ± 7.1
a-novel-time-varying-spectral-filtering11.06 ± 4.8
deep-ppg-large-scale-heart-rate-estimation7.65 ± 4.2
kid-ppg-knowledge-informed-deep-learning-for2.85 ± 1.07
a-novel-time-varying-spectral-filtering15.56 ± 7.5
deep-ppg-large-scale-heart-rate-estimation8.82 ± 3.8