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Image Classification on CIFAR-10 (Generalization Error Approximation G(W))

0.142G(W) Generalization ErrorFFT
0.107760.338880.570.80112Jun 11, 2026

Evaluation results

MethodLinks
FFTModel (Backbone)=ViT-Tiny [9], Method category=The Past2026.060.142
LoRA+Model (Backbone)=ViT-Base [9], Method category=The Present2026.060.184
LoRAModel (Backbone)=ViT-Base [9], Method category=The Past2026.060.192
r-c3LAModel (Backbone)=ViT-Base [9], Method category=The Future2026.060.215
CoLAModel (Backbone)=ViT-Base [9], Method category=The Present2026.060.221
r-cLAModel (Backbone)=ViT-Base [9], Method category=The Future2026.060.226
RACModel (Backbone)=ViT-Base [9], Method category=The Present2026.060.23
cLAModel (Backbone)=ViT-Base [9], Method category=The Future2026.060.233
c3LAModel (Backbone)=ViT-Base [9], Method category=The Future2026.060.234
AsymmModel (Backbone)=ViT-Base [9], Method category=The Present2026.060.238
LoRAModel (Backbone)=ViT-Tiny [9], Method category=The Past2026.060.264
LoRA+Model (Backbone)=ViT-Tiny [9], Method category=The Present2026.060.28
CoLAModel (Backbone)=ViT-Tiny [9], Method category=The Present2026.060.287
r-c3LAModel (Backbone)=ViT-Tiny [9], Method category=The Future2026.060.292
c3LAModel (Backbone)=ViT-Tiny [9], Method category=The Future2026.060.303
r-cLAModel (Backbone)=ViT-Tiny [9], Method category=The Future2026.060.312
cLAModel (Backbone)=ViT-Tiny [9], Method category=The Future2026.060.313
RACModel (Backbone)=ViT-Tiny [9], Method category=The Present2026.060.318
AsymmModel (Backbone)=ViT-Tiny [9], Method category=The Present2026.060.336
FFTModel (Backbone)=ViT-Base [9], Method category=The Past2026.060.998