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Benchmarks
Sleep Stage Classification on Sleep-EDF Multivariate Mode
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1,552
Parameters
GraphSleepNet
-355,585.92
2,055,095.04
4,465,776
6,876,456.96
Jan 6, 2025
Parameters
MFLOPS
Updated 24d ago
Evaluation Results
Method
Method
Links
Parameters
MFLOPS
GraphSleepNet
year=2020, engineered...
2025.01
1,552
0.009
MSA-CNN (small)
year=2024, engineered...
2025.01
8,013
9.2
EEGNet
year=2018, engineered...
2025.01
12,085
17.2
MSA-CNN (large)
year=2024, engineered...
2025.01
33,261
15.3
MSTGCN
year=2021, engineered...
2025.01
376,928
81.6
JK-STGCN
year=2022, engineered...
2025.01
431,973
83.3
FC-STGNN
year=2024, engineered...
2025.01
1,370,000
186.6
cVAN
year=2024, engineered...
2025.01
5,699,173
273.4
HierCorrPool
year=2023, engineered...
2025.01
8,930,000
146.1
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