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SotA/Computer Vision/Image Retrieval/COCO (Common Objects in Context)

Image Retrieval on COCO (Common Objects in Context)

Metric: recall@1 (higher is better)

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#Model↕recall@1▼Extra DataPaperDate↕Code
1BLIP-2 ViT-G (fine-tuned)68.3NoBLIP-2: Bootstrapping Language-Image Pre-trainin...2023-01-30Code
2VisualSparta68.2NoVisualSparta: An Embarrassingly Simple Approach ...2021-01-01Code
3BLIP-2 ViT-L (fine-tuned)66.3NoBLIP-2: Bootstrapping Language-Image Pre-trainin...2023-01-30Code
4FLAVA (zero-shot)38.38NoFLAVA: A Foundational Language And Vision Alignm...2021-12-08Code
5CLIP (zero-shot)33.29NoFLAVA: A Foundational Language And Vision Alignm...2021-12-08Code