SLEEPER-DT

Reported on 6 benchmarks across 2 tasks · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical6 results

Sleep QualityonISRUC-Sleep
AUROC· 2019-10-14
84.7
SOTA
SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules arXiv:1910.06100
Sleep QualityonISRUC-Sleep
Accuracy· 2019-10-14
78.5
SOTA
SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules arXiv:1910.06100
Sleep QualityonISRUC-Sleep
Kappa· 2019-10-14
0.72
SOTA
SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules arXiv:1910.06100
Sleep Stage DetectiononISRUC-Sleep
AUROC· 2019-10-14
84.7
SOTA
SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules arXiv:1910.06100
Sleep Stage DetectiononISRUC-Sleep
Accuracy· 2019-10-14
78.5
SOTA
SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules arXiv:1910.06100
Sleep Stage DetectiononISRUC-Sleep
Kappa· 2019-10-14
0.72
SOTA
SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules arXiv:1910.06100