Respiration Rate Estimation on Respiration monitoring study datasets
0.84MAEEarResp-ANS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EarResp-ANSSensor=Mic., Placement=In-ear, Motion=Resting, Modulation=None, Exercise, Method=SP, Deployed=Earphones2026.02 | 0.84 | 2.17 | |
| RespEarSensor=Mic., Placement=In-ear, Motion=Resting condition, Modulation=None, Exercise, Method=SP + ML, Deployed=Phone2026.02 | 1.48 | — | |
| Romano et al.Sensor=Mic., Placement=Face, Motion=Resting, Motion, Modulation=None, Exercise, Method=SP, Deployed=N/A2026.02 | 1.7 | — | |
| OptiBreatheSensor=PPG, Placement=In-ear, Motion=Resting, Modulation=Instructed breathing at 15 bpm, Method=SP, Deployed=N/A2026.02 | 1.96 | — | |
| RespEarSensor=Mic., Placement=In-ear, Motion=Motion condition, Modulation=None, Exercise, Method=SP + ML, Deployed=Phone2026.02 | 2.28 | — | |
| Röddiger et al.Sensor=IMU, Placement=In-ear, Motion=Resting, Modulation=None, Method=SP, Deployed=N/A2026.02 | 2.62 | 2.74 | |
| OptiBreatheSensor=PPG, Placement=In-ear, Motion=Resting, Modulation=No modulation, Method=SP, Deployed=N/A2026.02 | 2.7 | — | |
| Martin et al.Sensor=Mic., Placement=In-ear, Motion=Resting, Modulation=None, Method=SP, Deployed=N/A2026.02 | 2.7 | 1.6 |