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Benchmarks
Multi-task Image Classification on Vision Tasks Suite (20 tasks) (ViT-B/32, test)
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91.4
Accuracy
Individual
51.256
61.678
72.1
82.522
Jun 25, 2026
Accuracy
Normalized Accuracy
Updated 29d ago
Evaluation Results
Method
Method
Links
Accuracy
Normalized Accuracy
Individual
Backbone=ViT-B/32
2026.06
91.4
-
ReTeX
Backbone=ViT-B/32
2026.06
89.8
98.3
MoW-Merging
Backbone=ViT-B/32
2026.06
79.3
86.8
WEMoE
Backbone=ViT-B/32
2026.06
74.4
81.2
AdaMerging
Backbone=ViT-B/32
2026.06
66.2
72.7
Consensus TA
Backbone=ViT-B/32
2026.06
65.4
72
TIES-Merging
Backbone=ViT-B/32
2026.06
62.3
68.8
Weight Averaging
Backbone=ViT-B/32
2026.06
61
67.5
Task Arithmetic
Backbone=ViT-B/32
2026.06
60.5
66.7
Twin-Merging
Backbone=ViT-B/32
2026.06
57.5
61.8
Zero-shot
Backbone=ViT-B/32
2026.06
56.1
-
DaWin
Backbone=ViT-B/32
2026.06
52.8
57.7
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