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Benchmarks
Concept Detection on COCO
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59.1
F1 Score
MeanTok
32.476
39.388
46.3
53.212
Dec 4, 2025
F1 Score
Updated 3mo ago
Evaluation Results
Method
Method
Links
F1 Score
MeanTok
Backbone=CLIP (92% depth)
2025.12
59.1
SuperAct
Backbone=CLIP (92% depth)
2025.12
58.2
CLS
Backbone=CLIP (92% depth)
2025.12
46.2
LastTok
Backbone=CLIP (92% depth)
2025.12
33.9
RandTok
Backbone=CLIP (92% depth)
2025.12
33.5
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