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ResearchFormerly WizWand

Image Classification on STL-10 USB (test)

5.65Error RateSimMatchV2
3.916815.615927.31539.0141Aug 13, 2023Aug 25, 2023Sep 6, 2023Sep 18, 2023Sep 30, 2023Oct 12, 2023Oct 24, 2023
Updated 8mo ago

Evaluation results

MethodLinks
SimMatchV2# Label=1000, Backbone=WRN-37-22023.085.65
SimMatchV2# Label=250, Backbone=WRN-37-22023.087.54
SimMatchV2# Label=40, Backbone=WRN-37-22023.0815.85
ReMixMatchLabel Amount=40, Backbone=ViT2023.1018.33
CoMatch + EPASSLabel Amount=40, Backbone=ViT2023.1021.14
CoMatchLabel Amount=40, Backbone=ViT2023.1021.46
SimMatch + EPASSLabel Amount=40, Backbone=ViT2023.1022.65
SimMatchLabel Amount=40, Backbone=ViT2023.1022.97
AdaMatchLabel Amount=40, Backbone=ViT2023.1023.3
FlexMatchLabel Amount=40, Backbone=ViT2023.1023.4
UDALabel Amount=40, Backbone=ViT2023.1023.59
FixMatchLabel Amount=40, Backbone=ViT2023.1024.05
MixMatchLabel Amount=40, Backbone=ViT2023.1025.56
DashLabel Amount=40, Backbone=ViT2023.1025.9
CoMatch + EPASSLabel Amount=20, Backbone=ViT2023.1029.56
CoMatchLabel Amount=20, Backbone=ViT2023.1029.7
SimMatch + EPASSLabel Amount=20, Backbone=ViT2023.1030.03
ReMixMatchLabel Amount=20, Backbone=ViT2023.1030.61
SimMatchLabel Amount=20, Backbone=ViT2023.1034.12
AdaMatchLabel Amount=20, Backbone=ViT2023.1036.25
FlexMatchLabel Amount=20, Backbone=ViT2023.1037.58
UDALabel Amount=20, Backbone=ViT2023.1039.22
FixMatchLabel Amount=20, Backbone=ViT2023.1042.06
DashLabel Amount=20, Backbone=ViT2023.1043.34
MixMatchLabel Amount=20, Backbone=ViT2023.1048.98