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Sleep Stage Classification on Sleep-EDF SC 20

81.7Macro F1

XSleepnet2

Updated 4d ago

Evaluation Results

Method	Links
XSleepnet2 2022.07		81.7	-	-
Classical ML Pipeline 2022.07		81	86.6	0.816
Classical ML Pipeline 2022.07		80.9	86.4	0.813
Classical ML Pipeline 2022.07		80.9	85.7	0.806
Classical ML Pipeline 2022.07		80.5	86.3	0.813
TinySleepNet 2022.07		80.5	85.4	0.8
SimpleSleepNet 2022.07		80.5	-	-
Classical ML Pipeline 2022.07		80.3	85.3	0.8
Classical ML Pipeline 2022.07		80.2	86.4	0.812
XSleepnet1 2022.07		79.8	85.2	0.798
Classical ML Pipeline 2022.07		79.7	86	0.807
SleepEEGNet 2022.07		79.7	84.3	0.79
SeqSleepNet+ 2022.07		79.6	85.2	0.789
RobustSleepNet 2022.07		79.1	-	-
RobustSleepNet 2022.07		79.1	-	-
DeepSleepNet+ 2022.07		79	84.6	0.782
DeepSleepNet-Lite 2022.07		78	84	0.78
IITNet 2022.07		77.6	83.9	0.78
DeepSleepNet 2022.07		76.9	82	0.76