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ResearchFormerly WizWand

Image Classification on CIFAR-100 USB (test)

8.9Error RateFully-Supervised
7.758815.461923.16530.8681Aug 13, 2023Aug 25, 2023Sep 6, 2023Sep 18, 2023Sep 30, 2023Oct 12, 2023Oct 24, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Fully-SupervisedBackbone=ViT2023.108.9
SimMatch + EPASSLabel Amount=400, Backbone=ViT2023.1016.78
ReMixMatchLabel Amount=400, Backbone=ViT2023.1016.8
SimMatchLabel Amount=400, Backbone=ViT2023.1016.82
AdaMatchLabel Amount=400, Backbone=ViT2023.1017.01
FlexMatchLabel Amount=400, Backbone=ViT2023.1017.67
DashLabel Amount=400, Backbone=ViT2023.1018.9
FixMatchLabel Amount=400, Backbone=ViT2023.1019.48
UDALabel Amount=400, Backbone=ViT2023.1019.94
ReMixMatchLabel Amount=200, Backbone=ViT2023.1020.85
AdaMatchLabel Amount=200, Backbone=ViT2023.1021.27
SimMatchV2# Label=10000, Backbone=WRN-28-82023.0821.37
SimMatch + EPASSLabel Amount=200, Backbone=ViT2023.1022.52
SimMatchLabel Amount=200, Backbone=ViT2023.1023.26
CoMatch + EPASSLabel Amount=400, Backbone=ViT2023.1025.53
CoMatchLabel Amount=400, Backbone=ViT2023.1026.1
MixMatchLabel Amount=400, Backbone=ViT2023.1026.17
SimMatchV2# Label=2500, Backbone=WRN-28-82023.0826.66
FlexMatchLabel Amount=200, Backbone=ViT2023.1027.08
DashLabel Amount=200, Backbone=ViT2023.1030.19
FixMatchLabel Amount=200, Backbone=ViT2023.1030.45
UDALabel Amount=200, Backbone=ViT2023.1030.75
CoMatch + EPASSLabel Amount=200, Backbone=ViT2023.1035.1
CoMatchLabel Amount=200, Backbone=ViT2023.1035.68
SimMatchV2# Label=400, Backbone=WRN-28-82023.0836.68
MixMatchLabel Amount=200, Backbone=ViT2023.1037.43