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Benchmarks
Multi-task Image Classification on Vision Tasks Suite 8 tasks (ViT-B/32, test)
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92.9
Accuracy
Individual
46.516
58.558
70.6
82.642
Jun 25, 2026
Accuracy
Normalized Accuracy
Updated 29d ago
Evaluation Results
Method
Method
Links
Accuracy
Normalized Accuracy
Individual
Backbone=ViT-B/32
2026.06
92.9
-
ReTeX
Backbone=ViT-B/32, Mer...
2026.06
92.2
99.3
WEMoE
Backbone=ViT-B/32, Mer...
2026.06
90.4
97.3
DaWin
Backbone=ViT-B/32, Mer...
2026.06
89
95.3
MoW-Merging
Backbone=ViT-B/32, Mer...
2026.06
88.1
94.8
Twin-Merging
Backbone=ViT-B/32, Mer...
2026.06
84
90.3
AdaMerging
Backbone=ViT-B/32, Mer...
2026.06
75.9
81.7
Consensus TA
Backbone=ViT-B/32, Mer...
2026.06
75
80.8
TIES-Merging
Backbone=ViT-B/32, Mer...
2026.06
74.5
80.3
Task Arithmetic
Backbone=ViT-B/32, Mer...
2026.06
70.6
76.3
Weight Averaging
Backbone=ViT-B/32, Mer...
2026.06
66.3
72.1
Zero-shot
Backbone=ViT-B/32
2026.06
48.3
-
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