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ResearchFormerly WizWand

Image Classification on CIFAR-10-LT gamma=150 (test)

81.3AccuracyReMixMatch w/ CoSSL
51.03658.89366.7574.607Dec 8, 2021
Updated 8mo ago

Evaluation results

MethodLinks
ReMixMatch w/ CoSSLBackbone=Wide ResNet-28-22021.1281.3
FixMatch w/ CoSSLBackbone=Wide ResNet-28-22021.1280.3
ReMixMatch w/ DARP + CRTBackbone=Wide ResNet-28-22021.1279.7
FixMatch w/ DARP + CRTBackbone=Wide ResNet-28-22021.1279.6
ReMixMatch w/ CReST+ + LABackbone=Wide ResNet-28-22021.1279.2
FixMatch w/ CReST+ + LABackbone=Wide ResNet-28-22021.1277.5
ReMixMatch w/ LDAM-DRWBackbone=Wide ResNet-28-22021.1276.1
ReMixMatch w/ CReST+Backbone=Wide ResNet-28-22021.1275.2
FixMatch w/ Re-samplingBackbone=Wide ResNet-28-22021.1275.2
MixMatch w/ CoSSLBackbone=Wide ResNet-28-22021.1273.5
FixMatch w/ CReST+Backbone=Wide ResNet-28-22021.1272.8
ReMixMatch w/ Re-samplingBackbone=Wide ResNet-28-22021.1271.5
ReMixMatch w/ DARPBackbone=Wide ResNet-28-22021.1271
FixMatch w/ DARPBackbone=Wide ResNet-28-22021.1270.4
ReMixMatchBackbone=Wide ResNet-28-22021.1269.9
FixMatch w/ LDAM-DRWBackbone=Wide ResNet-28-22021.1269.1
FixMatchBackbone=Wide ResNet-28-22021.1268.4
MixMatch w/ CReST+Backbone=Wide ResNet-28-22021.1268.3
MixMatch w/ DARPBackbone=Wide ResNet-28-22021.1265.8
MixMatchBackbone=Wide ResNet-28-22021.1262.5
cRTBackbone=Wide ResNet-28-22021.1259.3
LDAM-DRWBackbone=Wide ResNet-28-22021.1257.9
vanillaBackbone=Wide ResNet-28-22021.1255.6
Re-samplingBackbone=Wide ResNet-28-22021.1252.2