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ResearchFormerly WizWand

Image Classification on ImageNet-C (levels 1-5)

36.8Error Rate (L1-5)RMT
35.6243.58551.5559.515Nov 23, 2022
Updated 8mo ago

Evaluation results

MethodLinks
RMTSource-free=false, Updates=4, Test-time adaptation protocol=Gradual2022.1136.8
GTTA-MIXSource-free=false, Updates=4, Test-time adaptation protocol=Gradual2022.1137.7
RMTSource-free=false, Updates=1, Test-time adaptation protocol=Gradual2022.1137.8
CoTTASource-free=true, Updates=1, Test-time adaptation protocol=Gradual2022.1138.8
RMTSource-free=true, Updates=1, Test-time adaptation protocol=Gradual2022.1139.3
TENT-cont.Source-free=true, Updates=1, Test-time adaptation protocol=Gradual2022.1146.4
BN-1Source-free=true, Updates=-, Test-time adaptation protocol=Gradual2022.1148.3
SourceSource-free=true, Updates=-, Test-time adaptation protocol=Gradual2022.1158.4
AdaContrastSource-free=false, Updates=1, Test-time adaptation protocol=Gradual2022.1166.3