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Benchmarks
Classification on HAR (test)
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93.35
Accuracy
ATD
59.2068
68.0709
76.935
85.7991
Jun 15, 2021
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
ATD
Pre-training=unsupervi...
2021.06
93.35
ATD
# of Params.=2,688
2021.06
93.35
ATDSS-
# of Params.=2,688
2021.06
92.41
GR-SALS
# of Params.=2,688
2021.06
92.33
SALS
# of Params.=2,688
2021.06
91.86
UMLDA
Pre-training=supervise...
2021.06
85.73
STL
Evaluation protocol=en...
2021.06
80.52
SimCLR-128
# of Params.=65,670
2021.06
76.69
SimCLR-32
# of Params.=53,286
2021.06
74.75
BYOL-32
# of Params.=54,342
2021.06
73.71
AES-128
# of Params.=87,612
2021.06
72.43
BYOL-128
# of Params.=82,182
2021.06
71.79
AES-32
# of Params.=62,940
2021.06
71.7
AE-32
# of Params.=62,940
2021.06
63.13
AE-128
# of Params.=87,612
2021.06
60.52
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