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Benchmarks
Image-Text Retrieval on MS COCO
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52.7
Recall@1
SigLIP
36.476
40.688
44.9
49.112
Dec 20, 2024
Recall@1
I2T Recall
Updated 4d ago
Evaluation Results
Method
Method
Links
Recall@1
I2T Recall
SigLIP
Resolution=384, Pre-tr...
2024.12
52.7
-
SigLIP
Resolution=256, Pre-tr...
2024.12
51.1
-
EVA-02-CLIP
Resolution=336, Pre-tr...
2024.12
47.9
-
DFN
Resolution=224, Pre-tr...
2024.12
47
-
OpenCLIP
Resolution=224, Pre-tr...
2024.12
46.1
-
MetaCLIP
Resolution=224, Pre-tr...
2024.12
45.5
-
dino.txt
Resolution=224, Pre-tr...
2024.12
45.4
-
dino.txt
Resolution=336, Pre-tr...
2024.12
44.9
-
CLIP
Resolution=336, Pre-tr...
2024.12
37.1
-
MAE
Setting=Zero-shot
2026.02
-
13.46
iBOT
Setting=Zero-shot
2026.02
-
29.38
STELLAR
Setting=Zero-shot
2026.02
-
22.34
CLIP
Setting=Zero-shot
2026.02
-
59.7
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