HyperAI

Heart Rate Estimation On Wesad

Metrics

MAE [bpm, session-wise]

Results

Performance results of various models on this benchmark

Comparison Table
Model NameMAE [bpm, session-wise]
deep-ppg-large-scale-heart-rate-estimation7.47 ± 3.3
a-novel-time-varying-spectral-filtering11.51 ± 3.7
computationally-efficient-heart-rate19.97 ± 8.1
a-novel-time-varying-spectral-filtering9.45 ± 2.9
deep-ppg-large-scale-heart-rate-estimation8.42 ± 3