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ResearchFormerly WizWand

Model Merging on Sustainability to large-scale tasks (20 tasks)

82.9Average Normalized AccuracyRegMean++
38.59650.09861.673.102Aug 5, 2025
Updated 6mo ago

Evaluation results

MethodLinks
RegMean++Backbone=ViT-B/32, Method Category=Training-Free2025.0882.9
DOGE AMBackbone=ViT-B/32, Method Category=Test-Time Adaption2025.0882
TSV-MBackbone=ViT-B/32, Method Category=Data-Free2025.0881.7
RegMeanBackbone=ViT-B/32, Method Category=Training-Free2025.0880.4
Iso-CTSBackbone=ViT-B/32, Method Category=Data-Free2025.0878.2
Layer-wise AdaMergingBackbone=ViT-B/32, Method Category=Test-Time Adaption2025.0877.4
Iso-CBackbone=ViT-B/32, Method Category=Data-Free2025.0874
DOGE TABackbone=ViT-B/32, Method Category=Data-Free2025.0870.9
Fisher MergingBackbone=ViT-B/32, Method Category=Training-Free2025.0870
Model SoupsBackbone=ViT-B/32, Method Category=Data-Free2025.0868.8
TIES-MergingBackbone=ViT-B/32, Method Category=Data-Free2025.0862
Task ArithmeticBackbone=ViT-B/32, Method Category=Data-Free2025.0840.3