Sleep Staging on SHHS 1 (test) benchmark leaderboard · SOTA2 Research

Sleep Staging on SHHS 1 (test)

89.5AccuracyEarly

Evaluation Results

Method	Links
Early2023.03		89.5	0.853	82.3
CoRe-Sleep2023.03		89.5	0.853	82.3
Early2023.03		89.4	0.851	82.1
CoRe2023.03		89.4	0.851	82
CoRe2023.03		89.3	0.85	81.8
Mid-Late2023.03		89.3	0.851	81.9
Early2023.03		89.2	0.849	81.9
Mid-Late2023.03		89.2	0.848	81.7
Mid-Late2023.03		89.2	0.849	81.6
Early2023.03		89.1	0.847	81.7
Mid-Late2023.03		89.1	0.848	81.6
CoRe2023.03		89.1	0.847	81.6
XSleepNet2023.03		88.8	0.843	82
CoRe-Sleep2023.03		88.2	0.834	80.8
Mid-Late2023.03		88	0.831	80.4
CoRe2023.03		87.9	0.83	80.3
SleePyCo2023.03		87.9	0.83	80.7
Mid-Late2023.03		87.7	0.828	80.1
Unimodal Equivalent2023.03		87.7	0.828	80.1
SleepTransformer2023.03		87.7	0.828	80.1
XSleepNet2023.03		87.6	0.826	80.7
Early2023.03		87.1	0.82	79.7
Mid-Late2023.03		85.7	0.8	78.2
Mid-Late2023.03		85.4	0.797	78.2
CoRe-Sleep2023.03		85.3	0.792	75.3
Mid-Late2023.03		85.2	0.792	75.1
Unimodal Equivalent2023.03		85.1	0.79	75
Mid-Late2023.03		84.9	0.787	74.4
CoRe2023.03		84.9	0.787	74.5
Early2023.03		83.4	0.77	74
Early2023.03		81.7	0.742	65.8
Early2023.03		77.7	0.686	62.4
Mid-Late2023.03		75.4	0.639	59.1
Mid-Late2023.03		74.8	0.627	57.2
CoRe2023.03		64.7	0.458	46.2
Early2023.03		58	0.403	42.5
CoRe2023.03		53.7	0.341	39.6
Early2023.03		49.7	0.298	39.4
CoRe2023.03		43.9	0.172	23
Early2023.03		43.6	0.201	29.2
Early2023.03		34	0.094	21.6
CoRe2023.03		28.3	-0.016	11.9