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Benchmarks
Arousal Detection on SHHS
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95.7
AUC
OSF
70.948
77.374
83.8
90.226
Feb 27, 2026
AUC
AUPRC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
AUPRC
OSF
Eval=FT
2026.02
95.7
92.1
SleepFM
Eval=FT
2026.02
95.1
91
VQ-VAE
Eval=FT
2026.02
94.7
90.7
MAE
Eval=FT
2026.02
94.6
90.6
AR
Eval=FT
2026.02
94.2
90
OSF
Eval=LP
2026.02
94
89.3
DINO
Eval=FT
2026.02
93.8
89.3
SleepFM
Eval=LP
2026.02
92.2
86.3
MAE
Eval=LP
2026.02
91.4
85.7
AR
Eval=LP
2026.02
90.6
88.4
VQ-VAE
Eval=LP
2026.02
89.4
83
ViT
Eval=Supervised
2026.02
88.7
82.3
DINO
Eval=LP
2026.02
87
79.9
SimCLR
Eval=FT
2026.02
85.8
78.4
SimCLR
Eval=LP
2026.02
71.9
64.2
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