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Benchmarks
PPG Signal Classification on PPG-Dalia
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84.14
Mean AUC
Pulse-PPG
50.1632
58.9841
67.805
76.6259
Jun 20, 2026
Mean AUC
Std. Dev. AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean AUC
Std. Dev. AUC
Pulse-PPG
setting=Full fine-tuning
2026.06
84.14
48
PaPaGei
setting=Full fine-tuning
2026.06
82.41
23
SPOTR
setting=Full fine-tuning
2026.06
82.3
81
SPOTR
Applicable scope=Physi...
2026.06
82.12
0.05
MOMENT
setting=Full fine-tuning
2026.06
80.2
3
MOMENT
Applicable scope=Time-...
2026.06
68.07
2.56
Pulse-PPG
Applicable scope=PPG-o...
2026.06
57.28
1.37
PaPaGei
Applicable scope=PPG-o...
2026.06
51.47
0.33
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