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Task Negation on 14-Vision
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57.8
Target Accuracy
Pre-trained
2.368
16.759
31.15
45.541
May 18, 2026
Target Accuracy
Control Accuracy
Updated 14d ago
Evaluation Results
Method
Method
Links
Target Accuracy
Control Accuracy
Pre-trained
Backbone=ViT-B/32
2026.05
57.8
63.3
Non-Linear FT
Backbone=ViT-B/32
2026.05
30.5
60.6
TaLoS
Backbone=ViT-B/32
2026.05
27.3
61.1
Attn. Only FT
Backbone=ViT-B/32
2026.05
27.2
60.9
Linear FT
Backbone=ViT-B/32
2026.05
19.9
60.6
DELTA
Backbone=ViT-B/32
2026.05
19.1
62.1
TAK
Backbone=ViT-B/32
2026.05
5.6
60.9
τJp
Backbone=ViT-B/32
2026.05
4.5
60.8
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