Sleep Stage Detection
Benchmark List
All benchmarks related to this task
dodh
Best model: SimpleSleepNet
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isruc-sleep-single-channel
Best model: NeuroNet (C4-A1 only)
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mass-ss2
Best model: IITNet (F4-EOG [Left] only)
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mass-ss3
Best model: SPDTransNet
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physionet-challenge-2018-single-channel
Best model: SleePyCo (C3-A2 only)
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physionet-challenge-2018
Best model: XSleepNet (EEG, EOG, EMG)
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shhs
Best model: SynthSleepNet (EEG2+EOG2+EMG1)
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shhs-single-channel
Best model: MC2SleepNet 50% Masking (C4-A1 only)
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sleep-edf
Best model: IITNet CRNN (Fpz-Cz only)
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sleep-edfx
Best model: SleePyCo (Fpz-Cz only)
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dodo
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isruc-sleep
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mass-single-channel
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montreal-archive-of-sleep-studies
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sleep-edf-single-channel
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sleep-edfx-single-channel
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