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Model Merging on Sustainability to large-scale tasks

91.4Average Normalized Accuracy

DOGE AM

Updated 1mo ago

Evaluation Results

Method	Links
DOGE AM 2025.08		91.4
DOGE AM 2025.08		90.7
Iso-CTS 2025.08		90.4
TSV-M 2025.08		90
RegMean++ 2025.08		89.7
Iso-C 2025.08		89.4
RegMean++ 2025.08		88.7
RegMean 2025.08		88.3
Layer-wise AdaMerging 2025.08		87.3
TSV-M 2025.08		87.1
Layer-wise AdaMerging 2025.08		86.9
RegMean 2025.08		86.7
DOGE TA 2025.08		86.4
Iso-CTS 2025.08		84.4
Iso-C 2025.08		81.4
DOGE TA 2025.08		79.8
TIES-Merging 2025.08		78.2
Fisher Merging 2025.08		76.6
Model Soups 2025.08		75.3
Fisher Merging 2025.08		73.8
TIES-Merging 2025.08		73
Model Soups 2025.08		71.9
Task Arithmetic 2025.08		65.4
Task Arithmetic 2025.08		53.4