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Multitask Learning on 8 vision tasks (accuracy)
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92.4
Accuracy
Finetuned
46.328
58.289
70.25
82.211
Feb 3, 2025
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Finetuned
Backbone=ViT-B/16
2025.02
92.4
Finetuned
Backbone=ViT-B/32
2025.02
90.4
TIES
Backbone=ViT-B/16, Bas...
2025.02
79.7
L&S
Backbone=ViT-B/32, Bas...
2025.02
76.7
L&S
Backbone=ViT-B/16, Bas...
2025.02
75.9
TA
Backbone=ViT-B/16, Bas...
2025.02
75.4
AE (Ours)
Backbone=ViT-L/14, Bas...
2025.02
74.2
TA
Backbone=ViT-B/32, Bas...
2025.02
70.8
Pretrained
Backbone=ViT-L/14
2025.02
69.8
AE (Ours)
Backbone=ViT-B/32, Bas...
2025.02
69.1
AE (Ours)
Backbone=ViT-B/32, Bas...
2025.02
68.9
AE (Ours)
Backbone=ViT-B/16, Bas...
2025.02
67.2
AE (Ours)
Backbone=ViT-B/16, Bas...
2025.02
66.7
AE (Ours)
Backbone=ViT-B/16, Bas...
2025.02
66.6
RandSelect
Backbone=ViT-B/16, Bas...
2025.02
66.4
RandSelect
Backbone=ViT-B/16, Bas...
2025.02
64.5
Pretrained
Backbone=ViT-B/16
2025.02
55.4
RandSelect
Backbone=ViT-B/16, Bas...
2025.02
55.3
PCA
Backbone=ViT-B/16, Bas...
2025.02
52.3
PCA
Backbone=ViT-B/16, Bas...
2025.02
49.6
PCA
Backbone=ViT-B/16, Bas...
2025.02
49.5
Pretrained
Backbone=ViT-B/32
2025.02
48.1
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