Apnea Detection on SHHS (test) benchmark leaderboard · SOTA2 Research

Apnea Detection on SHHS (test)

99.75ACCSynthSleepNet + TCM

Evaluation Results

Method	Links
SynthSleepNet + TCM2025.02		99.75	84.53	0.69
SynthSleepNet + TCM2025.02		99.69	82.36	0.65
SynthSleepNet + TCM2025.02		99.64	80.43	0.61
RAFNet2025.02		99.56	77.84	0.56
SynthSleepNet2025.02		99.54	77.35	0.55
SynthSleepNet2025.02		99.46	78.96	0.58
SynthSleepNet + TCM2025.02		99.44	75.18	0.5
SynthSleepNet2025.02		99.43	78.22	0.56
SynthSleepNet2025.02		99.4	74.5	0.49
SynthSleepNet + TCM2025.02		99.37	73.46	0.47
SynthSleepNet2025.02		99.31	72.56	0.45
SleepFM2025.02		99.29	71.89	0.44
MMASleepNet2025.02		98.82	65.6	0.31
DynamicSleepNet2025.02		98.75	65.09	0.3
XSleepNet2025.02		98.69	64.2	0.29
CroSSL2025.02		98.52	63.06	0.27
SynthSleepNet2025.02		98.39	61.41	0.23
SynthSleepNet + TCM2025.02		98.38	62.43	0.25
SynthSleepNet2025.02		97.82	49.88	-0.02
SynthSleepNet + TCM2025.02		96.96	56.75	0.15
SynthSleepNet + TCM2025.02		96.95	56.78	0.15
COCOA2025.02		96.81	56.36	0.14
SynthSleepNet2025.02		96.61	57.57	0.16
SynthSleepNet2025.02		94.17	53.24	0.08
ContraWR2025.02		93.27	52.42	0.07
SynthSleepNet + TCM2025.02		83.95	47	0.02
BioSig-UNet2025.02		82.33	53.52	0.18
BENDR2025.02		80.16	46.15	0.15
MVCC2025.02		80.14	44.99	0.08
NeuroNet2025.02		79.59	44.99	0.1
mulEEG2025.02		78.79	45.49	0.1
TS-TCC2025.02		73.57	43.46	0.03
U-Sleep2025.02		66.76	51.59	0.13
SalientSleepNet2025.02		65.93	51.18	0.13
AttnSleep2025.02		62.94	48.59	0.09
SleepExpertNet2025.02		62.76	48.59	0.1
TransSleep2025.02		58.33	42.81	0.05
IITNet2025.02		57.12	44	0.04