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Benchmarks
Classification on PTB-XL (test)
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70.26
Accuracy
ATD
57.8112
61.0431
64.275
67.5069
Jun 15, 2021
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
ATD
Pre-training=unsupervi...
2021.06
70.26
ATD
# of Params.=7,296
2021.06
70.26
ATDSS-
# of Params.=7,296
2021.06
69.38
SimCLR-32
# of Params.=200,960
2021.06
69.25
SALS
# of Params.=7,296
2021.06
69.15
GR-SALS
# of Params.=7,296
2021.06
69.02
AES-128
# of Params.=298,352
2021.06
68.88
AES-32
# of Params.=224,528
2021.06
68.47
SimCLR-128
# of Params.=237,920
2021.06
68.19
UMLDA
Pre-training=supervise...
2021.06
65.55
BYOL-128
# of Params.=254,432
2021.06
65.49
BYOL-32
# of Params.=202,016
2021.06
65.08
STL
Evaluation protocol=en...
2021.06
61.83
AE-32
# of Params.=224,528
2021.06
59.01
AE-128
# of Params.=298,352
2021.06
58.29
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