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Benchmarks
Image-to-Text Retrieval on Flickr30k (Recall@1)
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97.4
Recall@1
Gemini Embedding 2
44.048
57.899
71.75
85.601
May 26, 2026
Jun 1, 2026
Jun 7, 2026
Jun 13, 2026
Jun 19, 2026
Jun 25, 2026
Jul 1, 2026
Recall@1
Updated 23d ago
Evaluation Results
Method
Method
Links
Recall@1
Gemini Embedding 2
Modality=V/A/I/T
2026.05
97.4
Voyage-3.5-multimodal
Modality=V/I/T
2026.05
94.5
multimodalembedding@001
Modality=I/T
2026.05
94
Amazon Nova MME
Modality=V/A/I/T
2026.05
87.5
FineLIP
Backbone=ViT-B/16, Eva...
2026.07
52.23
HyFL-CLIP
Backbone=ViT-B/16, Eva...
2026.07
50.6
HiMo-CLIP
Backbone=ViT-B/16, Eva...
2026.07
50.27
Long-CLIP
Backbone=ViT-B/16, Eva...
2026.07
47.19
TULIP
Backbone=ViT-B/16, Eva...
2026.07
46.1
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