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ResearchFormerly WizWand

Image Classification on Evaluation suite (ID)

93Average AccuracyDOGE AM
69.28875.44481.687.756Aug 5, 2025
Updated 6mo ago

Evaluation results

MethodLinks
DOGE AMBackbone=ViT-L/14, Method Category=Test-Time Adaptation2025.0893
Iso-CTSBackbone=ViT-L/14, Method Category=Data-Free Methods2025.0892.8
Iso-CBackbone=ViT-L/14, Method Category=Data-Free Methods2025.0892.4
RegMean++Backbone=ViT-L/14, Method Category=Training-Free Methods2025.0891.9
Layer-wise AdaMergingBackbone=ViT-L/14, Method Category=Test-Time Adaptation2025.0891.8
RegMeanBackbone=ViT-L/14, Method Category=Training-Free Methods2025.0891.5
TSV-MBackbone=ViT-L/14, Method Category=Data-Free Methods2025.0891.3
DOGE TABackbone=ViT-L/14, Method Category=Data-Free Methods2025.0889.8
DOGE AMBackbone=ViT-B/16, Method Category=Test-Time Adaptation2025.0889.6
RegMean++Backbone=ViT-B/16, Method Category=Training-Free Methods2025.0888.9
TSV-MBackbone=ViT-B/16, Method Category=Data-Free Methods2025.0888.2
Iso-CTSBackbone=ViT-B/16, Method Category=Data-Free Methods2025.0888.1
RegMeanBackbone=ViT-B/16, Method Category=Training-Free Methods2025.0888
Iso-CBackbone=ViT-B/16, Method Category=Data-Free Methods2025.0887.8
DOGE AMBackbone=ViT-B/32, Method Category=Test-Time Adaptation2025.0887.4
Layer-wise AdaMergingBackbone=ViT-B/16, Method Category=Test-Time Adaptation2025.0887.2
DOGE TABackbone=ViT-B/16, Method Category=Data-Free Methods2025.0886.5
RegMean++Backbone=ViT-B/32, Method Category=Training-Free Methods2025.0886.2
TSV-MBackbone=ViT-B/32, Method Category=Data-Free Methods2025.0884.8
Task ArithmeticBackbone=ViT-L/14, Method Category=Data-Free Methods2025.0884.7
TIES-MergingBackbone=ViT-L/14, Method Category=Data-Free Methods2025.0884.7
RegMeanBackbone=ViT-B/32, Method Category=Training-Free Methods2025.0884.6
Layer-wise AdaMergingBackbone=ViT-B/32, Method Category=Test-Time Adaptation2025.0884.5
Fisher MergingBackbone=ViT-L/14, Method Category=Training-Free Methods2025.0883.7
DOGE TABackbone=ViT-B/32, Method Category=Data-Free Methods2025.0883.1
Iso-CBackbone=ViT-B/32, Method Category=Data-Free Methods2025.0883.1
Iso-CTSBackbone=ViT-B/32, Method Category=Data-Free Methods2025.0882.8
Model SoupsBackbone=ViT-L/14, Method Category=Data-Free Methods2025.0882.7
Task ArithmeticBackbone=ViT-B/16, Method Category=Data-Free Methods2025.0880.2
Fisher MergingBackbone=ViT-B/16, Method Category=Training-Free Methods2025.0878.4
TIES-MergingBackbone=ViT-B/16, Method Category=Data-Free Methods2025.0877.7
Model SoupsBackbone=ViT-B/16, Method Category=Data-Free Methods2025.0875.4
Fisher MergingBackbone=ViT-B/32, Method Category=Training-Free Methods2025.0874.3
Task ArithmeticBackbone=ViT-B/32, Method Category=Data-Free Methods2025.0873.7
TIES-MergingBackbone=ViT-B/32, Method Category=Data-Free Methods2025.0873
Model SoupsBackbone=ViT-B/32, Method Category=Data-Free Methods2025.0870.2