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Benchmarks
Classification on MGH 5,000 samples (test)
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74.15
Accuracy
ATD
40.1316
48.9633
57.795
66.6267
Jun 15, 2021
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
ATD
Pre-training=unsupervi...
2021.06
74.15
ATD
# of Params.=9,984
2021.06
74.15
ATDSS-
# of Params.=9,984
2021.06
72.78
GR-SALS
# of Params.=9,984
2021.06
72.35
SALS
# of Params.=9,984
2021.06
71.93
AES-32
# of Params.=220,088
2021.06
71.46
AES-128
# of Params.=257,048
2021.06
70.19
AE-32
# of Params.=220,088
2021.06
68.58
BYOL-128
# of Params.=279,632
2021.06
68.55
SimCLR-32
# of Params.=212,624
2021.06
67.34
AE-128
# of Params.=257,048
2021.06
67.05
SimCLR-128
# of Params.=246,608
2021.06
66.98
UMLDA
Pre-training=supervise...
2021.06
62.04
BYOL-32
# of Params.=214,736
2021.06
61.83
STL
Evaluation protocol=en...
2021.06
41.44
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