Task leaderboard

Motion SQI / robust HR

Last updated Nov 6, 2026

Task leaderboard

DatasetMetric

Motion SQI / robust HR: PPG-DaLiA, bad10bpm_auroc. Reported rankings; evaluation protocols may differ.
Rank	Method & evaluation	bad10bpm_auroc↓ Lower is better
1	qgskewnessonly Evaluation details Evaluation protocol not specified in this record.	0.48688949168451445
2	qgppgaccfusion Evaluation details Evaluation protocol not specified in this record.	0.7269536222336367
3	qgmotiononly Evaluation details Evaluation protocol not specified in this record.	0.7307875887717679

Rows are ranked only within this task × dataset × metric. Protocols can differ; read each method’s evaluation details before comparing.

Recent changes

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 (8 benchmarks)

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

Motion SQI / robust HR: PPG-DaLiA, auroc_bad10. Reported rankings; evaluation protocols may differ.
Rank	Method & evaluation	auroc_bad10↓ Lower is better
1	motiononlymatched Evaluation details Evaluation protocol not specified in this record.	0.7307875887717679

Motion SQI / robust HR: PPG-DaLiA, auroc_bad10_loso. Reported rankings; evaluation protocols may differ.
Rank	Method & evaluation	auroc_bad10_loso↓ Lower is better
1	IMUDINO-85Macc-onlygyro0 Evaluation details Evaluation protocol not specified in this record.	0.7380838259819004

Motion SQI / robust HR: PPG-DaLiA, bad10bpm_auroc. Reported rankings; evaluation protocols may differ.
Rank	Method & evaluation	bad10bpm_auroc↓ Lower is better
1	qgskewnessonly Evaluation details Evaluation protocol not specified in this record.	0.48688949168451445
2	qgppgaccfusion Evaluation details Evaluation protocol not specified in this record.	0.7269536222336367
3	qgmotiononly Evaluation details Evaluation protocol not specified in this record.	0.7307875887717679

Motion SQI / robust HR: PPG-DaLiA, delta_auroc. Reported rankings; evaluation protocols may differ.
Rank	Method & evaluation	delta_auroc↓ Lower is better
1	IMUDINOminusmotion Evaluation details Evaluation protocol not specified in this record.	0.007296237210132506

Motion SQI / robust HR: TROIKAchannel1, artifact_auroc. Reported rankings; evaluation protocols may differ.
Rank	Method & evaluation	artifact_auroc↓ Lower is better
1	qgskewnessonly Evaluation details Evaluation protocol not specified in this record.	0.34576802507836996
2	qgppgfusion Evaluation details Evaluation protocol not specified in this record.	0.8294670846394984
3	qgtemplateonly Evaluation details Evaluation protocol not specified in this record.	0.8824451410658307

Motion SQI / robust HR: WESADall, artifact_auroc. Reported rankings; evaluation protocols may differ.
Rank	Method & evaluation	artifact_auroc↓ Lower is better
1	qgskewnessonly Evaluation details Evaluation protocol not specified in this record.	0.6381908453253776
2	qgppgfusion Evaluation details Evaluation protocol not specified in this record.	0.8970442748919216
3	qgtemplateonly Evaluation details Evaluation protocol not specified in this record.	0.9552517506480835

Motion SQI / robust HR: newPPGDaLiAtest, artifact_auroc. Reported rankings; evaluation protocols may differ.
Rank	Method & evaluation	artifact_auroc↓ Lower is better
1	qgskewnessonly Evaluation details Evaluation protocol not specified in this record.	0.6783481669845306
2	qgppgfusion Evaluation details Evaluation protocol not specified in this record.	0.8662428480610298
3	qgtemplateonly Evaluation details Evaluation protocol not specified in this record.	0.8939976689976691

Motion SQI / robust HR: newPPGDaLiAtrain, artifact_auroc. Reported rankings; evaluation protocols may differ.
Rank	Method & evaluation	artifact_auroc↓ Lower is better
1	qgskewnessonly Evaluation details Evaluation protocol not specified in this record.	0.6722714175459337
2	qgppgfusion Evaluation details Evaluation protocol not specified in this record.	0.9139381799459229
3	qgtemplateonly Evaluation details Evaluation protocol not specified in this record.	0.9315684286123576