Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Multi-task Image Classification on 30 Vision Tasks
Loading...
93.1
Accuracy
Individual
38.188
52.444
66.7
80.956
Jun 25, 2026
Accuracy
Normalized Accuracy
Updated 29d ago
Evaluation Results
Method
Method
Links
Accuracy
Normalized Accuracy
Individual
Backbone=ViT-B/32
2026.06
93.1
-
ReTeX
Backbone=ViT-B/32, Mer...
2026.06
91.2
97.9
WEMoE
Backbone=ViT-B/32, Mer...
2026.06
67.1
72.4
Consensus TA
Backbone=ViT-B/32, Mer...
2026.06
63.4
68.5
Twin-Merging
Backbone=ViT-B/32, Mer...
2026.06
60.1
65.2
TIES-Merging
Backbone=ViT-B/32, Mer...
2026.06
59.6
64.7
Weight Averaging
Backbone=ViT-B/32, Mer...
2026.06
59.1
64.2
Task Arithmetic
Backbone=ViT-B/32, Mer...
2026.06
58
62.8
AdaMerging
Backbone=ViT-B/32, Mer...
2026.06
56.8
61.3
MoW-Merging
Backbone=ViT-B/32, Mer...
2026.06
56.4
60.6
Zero-shot
Backbone=ViT-B/32
2026.06
55.5
-
DaWin
Backbone=ViT-B/32, Mer...
2026.06
40.3
42.9
Feedback
Search any
task
Search any
task