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Model Merging on Sustainability to large-scale tasks (20 tasks)
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82.9
Average Normalized Accuracy
RegMean++
38.596
50.098
61.6
73.102
Aug 5, 2025
Average Normalized Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Normalized Accuracy
RegMean++
Backbone=ViT-B/32, Met...
2025.08
82.9
DOGE AM
Backbone=ViT-B/32, Met...
2025.08
82
TSV-M
Backbone=ViT-B/32, Met...
2025.08
81.7
RegMean
Backbone=ViT-B/32, Met...
2025.08
80.4
Iso-CTS
Backbone=ViT-B/32, Met...
2025.08
78.2
Layer-wise AdaMerging
Backbone=ViT-B/32, Met...
2025.08
77.4
Iso-C
Backbone=ViT-B/32, Met...
2025.08
74
DOGE TA
Backbone=ViT-B/32, Met...
2025.08
70.9
Fisher Merging
Backbone=ViT-B/32, Met...
2025.08
70
Model Soups
Backbone=ViT-B/32, Met...
2025.08
68.8
TIES-Merging
Backbone=ViT-B/32, Met...
2025.08
62
Task Arithmetic
Backbone=ViT-B/32, Met...
2025.08
40.3
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