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Benchmarks
Classification on Sleep-EDF 5,000 samples (test)
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85.19
Accuracy
SimCLR-128
74.3636
77.1743
79.985
82.7957
Jun 15, 2021
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
SimCLR-128
# of Params.=222,768
2021.06
85.19
ATD
Pre-training=unsupervi...
2021.06
85.01
ATD
# of Params.=7,328
2021.06
85.01
SimCLR-32
# of Params.=210,384
2021.06
84.98
GR-SALS
# of Params.=7,328
2021.06
84.33
BYOL-32
# of Params.=211,440
2021.06
84.29
SALS
# of Params.=7,328
2021.06
84.27
ATDSS-
# of Params.=7,328
2021.06
84.19
BYOL-128
# of Params.=239,280
2021.06
83.26
AES-128
# of Params.=241,888
2021.06
81.84
UMLDA
Pre-training=supervise...
2021.06
81.06
AES-32
# of Params.=217,216
2021.06
80.92
STL
Evaluation protocol=en...
2021.06
77.86
AE-128
# of Params.=241,888
2021.06
75.17
AE-32
# of Params.=217,216
2021.06
74.78
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