Image Retrieval on COCO (Common Objects in Context)

Metric: recall@1 (higher is better)

LeaderboardDataset

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#	Model↕	recall@1▼	Extra Data	Paper	Date↕	Code
1	BLIP-2 ViT-G (fine-tuned)	68.3	No	BLIP-2: Bootstrapping Language-Image Pre-trainin...	2023-01-30	Code
2	VisualSparta	68.2	No	VisualSparta: An Embarrassingly Simple Approach ...	2021-01-01	Code
3	BLIP-2 ViT-L (fine-tuned)	66.3	No	BLIP-2: Bootstrapping Language-Image Pre-trainin...	2023-01-30	Code
4	FLAVA (zero-shot)	38.38	No	FLAVA: A Foundational Language And Vision Alignm...	2021-12-08	Code
5	CLIP (zero-shot)	33.29	No	FLAVA: A Foundational Language And Vision Alignm...	2021-12-08	Code

#1BLIP-2 ViT-G (fine-tuned)SOTA
68.3
recall@1· 2023-01-30
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Code
#2VisualSpartaSOTA
68.2
recall@1· 2021-01-01
VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words Code
#3BLIP-2 ViT-L (fine-tuned)
66.3
recall@1· 2023-01-30
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Code
#4FLAVA (zero-shot)
38.38
recall@1· 2021-12-08
FLAVA: A Foundational Language And Vision Alignment Model Code
#5CLIP (zero-shot)
33.29
recall@1· 2021-12-08
FLAVA: A Foundational Language And Vision Alignment Model Code