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Knowledge Reranking on INQUIRE Rerank
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37.1
AP@50 (Appearance)
BIOCAP
27.012
29.631
32.25
34.869
Oct 23, 2025
AP@50 (Appearance)
AP@50 (Behavior)
AP@50 (Context)
AP@50 (Species)
Updated 1mo ago
Evaluation Results
Method
Method
Links
AP@50 (Appearance)
AP@50 (Behavior)
AP@50 (Context)
AP@50 (Species)
BIOCAP
Backbone=ViT-B/16, Zer...
2025.10
37.1
33.6
37
43
SigLIP
Backbone=ViT-B/16, Zer...
2025.10
34.6
37.2
41.4
36.2
CLIP
Backbone=ViT-B/16, Zer...
2025.10
30.8
32.9
37.2
37.1
FG-CLIP
Backbone=ViT-B/16, Zer...
2025.10
28.8
31.1
32.5
41
BioTrove-CLIP
Backbone=ViT-B/16, Zer...
2025.10
28.5
22.2
30.5
39.5
BIOCLIP
Backbone=ViT-B/16, Zer...
2025.10
27.4
27.2
30.8
41.1
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