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Benchmarks
Image-to-image retrieval on ImageNet
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57.6
mAP
Original
13.088
24.644
36.2
47.756
Mar 17, 2026
mAP
Updated 1mo ago
Evaluation Results
Method
Method
Links
mAP
Original
Backbone=DINOv3, ViT=L...
2026.03
57.6
PCA←
Backbone=SigLIP2, ViT=...
2026.03
46.5
PCA←
Backbone=SigLIP, ViT=B...
2026.03
43.5
PCA←
Backbone=CLIP, ViT=L/1...
2026.03
42.2
OTI
Backbone=SigLIP, ViT=B...
2026.03
38.8
OTI
Backbone=CLIP, ViT=L/1...
2026.03
38.2
Original
Backbone=SigLIP2, ViT=...
2026.03
37.9
Original
Backbone=SigLIP, ViT=B...
2026.03
35.8
Original
Backbone=CLIP, ViT=L/1...
2026.03
33
PCA←
Backbone=CLIP, ViT=B/3...
2026.03
28.6
OTI
Backbone=CLIP, ViT=B/3...
2026.03
23.8
Original
Backbone=CLIP, ViT=B/3...
2026.03
21.6
PCA←
Backbone=SLIP, ViT=B/1...
2026.03
19.1
Original
Backbone=SLIP, ViT=B/1...
2026.03
15.4
OTI
Backbone=SLIP, ViT=B/1...
2026.03
14.8
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