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ResearchFormerly WizWand

Classification on MGH 5,000 samples (test)

74.15AccuracyATD
40.131648.963357.79566.6267Jun 15, 2021
Updated 8mo ago

Evaluation results

MethodLinks
ATDPre-training=unsupervised, Evaluation protocol=supervised LR2021.0674.15
ATD# of Params.=9,9842021.0674.15
ATDSS-# of Params.=9,9842021.0672.78
GR-SALS# of Params.=9,9842021.0672.35
SALS# of Params.=9,9842021.0671.93
AES-32# of Params.=220,0882021.0671.46
AES-128# of Params.=257,0482021.0670.19
AE-32# of Params.=220,0882021.0668.58
BYOL-128# of Params.=279,6322021.0668.55
SimCLR-32# of Params.=212,6242021.0667.34
AE-128# of Params.=257,0482021.0667.05
SimCLR-128# of Params.=246,6082021.0666.98
UMLDAPre-training=supervised, Evaluation protocol=supervised LR2021.0662.04
BYOL-32# of Params.=214,7362021.0661.83
STLEvaluation protocol=end-to-end supervised2021.0641.44