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ECG Classification on Apnea-ECG

75.18Macro F1regularcnn1d
49.034455.822262.6169.3978Mar 26, 2026

Evaluation results

MethodLinks
regularcnn1dFlash (kB)=1422.00, Latency (ms)=3.717, Energy (mJ)=7.124942026.0375.18
HyperTinyPWFlash (kB)=225.46, Latency (ms)=2.383, Energy (mJ)=0.01476492026.0371.72
tinyseparablecnnFlash (kB)=14.49, Latency (ms)=0.831, Energy (mJ)=0.07542762026.0366.6
resnet1dsmallFlash (kB)=62.49, Latency (ms)=1.963, Energy (mJ)=0.05176672026.0365.8
tinyvaeheadFlash (kB)=10.16, Latency (ms)=0.563, Energy (mJ)=0.008578272026.0364.35
hrvfeatnetFlash (kB)=0.53, Latency (ms)=0.799, Energy (mJ)=9.6e-082026.0350.04