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ResearchFormerly WizWand

Model Merging on Sustainability to large-scale tasks 2 tasks

101.2Average Normalized AccuracyDOGE AM
85.80889.80493.897.796Aug 5, 2025
Updated 6mo ago

Evaluation results

MethodLinks
DOGE AMBackbone=ViT-B/32, Method Category=Test-Time Adaption2025.08101.2
DOGE AMBackbone=ViT-B/16, Method Category=Test-Time Adaption Methods2025.0899.8
Layer-wise AdaMergingBackbone=ViT-B/32, Method Category=Test-Time Adaption2025.0899.2
TSV-MBackbone=ViT-B/32, Method Category=Data-Free2025.0898.6
TSV-MBackbone=ViT-B/16, Method Category=Data-Free Methods2025.0898.3
RegMean++Backbone=ViT-B/16, Method Category=Training-Free Methods2025.0898.1
RegMeanBackbone=ViT-B/16, Method Category=Training-Free Methods2025.0898
RegMeanBackbone=ViT-B/32, Method Category=Training-Free2025.0897.9
Layer-wise AdaMergingBackbone=ViT-B/16, Method Category=Test-Time Adaption Methods2025.0897.9
DOGE TABackbone=ViT-B/32, Method Category=Data-Free2025.0897.6
Fisher MergingBackbone=ViT-B/32, Method Category=Training-Free2025.0897.5
RegMean++Backbone=ViT-B/32, Method Category=Training-Free2025.0897.3
DOGE TABackbone=ViT-B/16, Method Category=Data-Free Methods2025.0897.1
Fisher MergingBackbone=ViT-B/16, Method Category=Training-Free Methods2025.0896
Iso-CTSBackbone=ViT-B/16, Method Category=Data-Free Methods2025.0895.7
Iso-CBackbone=ViT-B/16, Method Category=Data-Free Methods2025.0895.4
Model SoupsBackbone=ViT-B/32, Method Category=Data-Free2025.0894.8
Model SoupsBackbone=ViT-B/16, Method Category=Data-Free Methods2025.0894.7
Iso-CTSBackbone=ViT-B/32, Method Category=Data-Free2025.0894.5
Iso-CBackbone=ViT-B/32, Method Category=Data-Free2025.0894.3
Task ArithmeticBackbone=ViT-B/32, Method Category=Data-Free2025.0891.4
Task ArithmeticBackbone=ViT-B/16, Method Category=Data-Free Methods2025.0890.2
TIES-MergingBackbone=ViT-B/32, Method Category=Data-Free2025.0888.1
TIES-MergingBackbone=ViT-B/16, Method Category=Data-Free Methods2025.0886.4