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Benchmarks
Negation Understanding on Neg-COCO MCQ
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48.6
Accuracy
DCSM
8.664
19.032
29.4
39.768
Mar 10, 2025
May 7, 2025
Jul 5, 2025
Sep 1, 2025
Oct 30, 2025
Dec 27, 2025
Feb 24, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
DCSM
Training Source=coco,...
2025.03
48.6
CLIP
Backbone=ViT B/16
2025.03
41.5
CLIP
Backbone=ViT B/32
2025.03
39.2
DCSM
Training Source=synth,...
2025.03
38.8
CLIPGlasses
Training Set=Neg-COCO-...
2026.02
35.9
CLIPGlasses
Training Set=CC-Neg, T...
2026.02
34.51
NegCLIP
2025.03
31.4
CoN-CLIP
Training Set=Neg-COCO-...
2026.02
30.61
SigLIP
2025.03
26.3
CoN-CLIP
Training Set=CC-Neg, T...
2026.02
25.7
Random Chance
2025.03
25
CoCa
2025.03
21.6
BLIP
2025.03
20.5
NegCLIP
Training Set=COCO-capt...
2026.02
10.2
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