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ResearchFormerly WizWand

Image Classification on OfficeHome (Generalization Error Approximation)

0.08Generalization Error (G(W))Asymm
-0.29882.25814.8157.3719Jun 11, 2026
Updated 4mo ago

Evaluation results

MethodLinks
AsymmBackbone=ViT-Base [9]2026.060.08
RACBackbone=ViT-Base [9]2026.060.1
CoLABackbone=ViT-Base [9]2026.060.13
CoLABackbone=ViT-Tiny [9]2026.060.14
cLABackbone=ViT-Tiny [9]2026.060.28
r-c3LABackbone=ViT-Base [9]2026.060.28
cLABackbone=ViT-Base [9]2026.060.3
r-cLABackbone=ViT-Tiny [9]2026.060.31
c3LABackbone=ViT-Base [9]2026.060.34
c3LABackbone=ViT-Tiny [9]2026.060.49
r-c3LABackbone=ViT-Tiny [9]2026.060.5
r-cLABackbone=ViT-Base [9]2026.060.52
RACBackbone=ViT-Tiny [9]2026.060.89
LoRABackbone=ViT-Tiny [9]2026.061
LoRABackbone=ViT-Base [9]2026.061
RACModel (Backbone)=ViT-Base [9], Method category=The Present2026.061.02
AsymmBackbone=ViT-Tiny [9]2026.061.04
LoRA+Backbone=ViT-Tiny [9]2026.061.06
LoRAModel (Backbone)=ViT-Base [9], Method category=The Past2026.061.07
LoRA+Backbone=ViT-Base [9]2026.061.32
LoRA+Model (Backbone)=ViT-Base [9], Method category=The Present2026.061.41
CoLAModel (Backbone)=ViT-Base [9], Method category=The Present2026.061.43
cLAModel (Backbone)=ViT-Tiny [9], Method category=The Future2026.061.98
r-cLAModel (Backbone)=ViT-Tiny [9], Method category=The Future2026.062.16
r-c3LAModel (Backbone)=ViT-Base [9], Method category=The Future2026.063
cLAModel (Backbone)=ViT-Base [9], Method category=The Future2026.063.16
c3LAModel (Backbone)=ViT-Tiny [9], Method category=The Future2026.063.4
FFTBackbone=ViT-Base [9]2026.063.42
r-c3LAModel (Backbone)=ViT-Tiny [9], Method category=The Future2026.063.51
c3LAModel (Backbone)=ViT-Base [9], Method category=The Future2026.063.62
FFTModel (Backbone)=ViT-Base [9], Method category=The Past2026.063.66
FFTModel (Backbone)=ViT-Tiny [9], Method category=The Past2026.064.85
r-cLAModel (Backbone)=ViT-Base [9], Method category=The Future2026.065.53
RACModel (Backbone)=ViT-Tiny [9], Method category=The Present2026.066.17
LoRAModel (Backbone)=ViT-Tiny [9], Method category=The Past2026.066.96
FFTBackbone=ViT-Tiny [9]2026.066.97
AsymmModel (Backbone)=ViT-Tiny [9], Method category=The Present2026.067.22
LoRA+Model (Backbone)=ViT-Tiny [9], Method category=The Present2026.067.39
AsymmModel (Backbone)=ViT-Base [9], Method category=The Present2026.068.52
CoLAModel (Backbone)=ViT-Tiny [9], Method category=The Present2026.069.55