Task leaderboard

Sleep apnea ahi

Last updated Oct 21, 2026

Task leaderboard

Sleep apnea ahi

DatasetMetric

1 reported result · Leaderboard page · Dataset details

Sleep apnea ahi: MESA Sleep, AHI estimation R² (fraction of variance). Reported rankings; evaluation protocols may differ.
Rank	Method & evaluation	AHI estimation R² (fraction of variance)↑ Higher is better
1	Dense temporal sleep apnea profiling from single Dense temporal sleep apnea profiling from single-channel PPG with downstream AHI estimation: a large-scale retrospective feasibility study Evaluation details PPG-only; 2029 MESA PSG studies; abstract states AHI estimation 'explained 76% of variance'; note: 0.83 when an auxiliary SpO2-derived desaturation feature is added; 95% CI [0.66, 0.82] and PPG-only AHI Pearson r 0.87 (author-confirmed, 2026-10-21) Weights: not released Reported as of: 2026-10-05	0.76 [0.66, 0.82]

One reported result is available; this is not a multi-method comparison. Rows are ranked only within this task × dataset × metric. Protocols can differ; read each method’s evaluation details before comparing.

Recent changes

Oct 20, 2026
SOTA star awarded to PaPaGei-S, 12.97
Apnea-hypopnea index: MESA MAE (events/h)
Oct 19, 2026
Leaderboard added with 1 result
Sleep apnea ahi: MESA Sleep: AHI estimation R²

From the hub's dated sync history: new results as they are added, and SOTA stars as they are awarded or move.

All reported results for this task (1 benchmarks)

Rankings apply within each dataset and metric. Open evaluation details for differences in protocols.

MESA Sleep: AHI estimation R²

Sleep apnea ahi: MESA Sleep, AHI estimation R² (fraction of variance). Reported rankings; evaluation protocols may differ.
Rank	Method & evaluation	AHI estimation R² (fraction of variance)↑ Higher is better
1	Dense temporal sleep apnea profiling from single Dense temporal sleep apnea profiling from single-channel PPG with downstream AHI estimation: a large-scale retrospective feasibility study Evaluation details PPG-only; 2029 MESA PSG studies; abstract states AHI estimation 'explained 76% of variance'; note: 0.83 when an auxiliary SpO2-derived desaturation feature is added; 95% CI [0.66, 0.82] and PPG-only AHI Pearson r 0.87 (author-confirmed, 2026-10-21) Weights: not released Reported as of: 2026-10-05	0.76 [0.66, 0.82]