Image Retrieval on ImageNet-R

Metric: (Recall@10+Recall@50)/2 (higher is better)

LeaderboardDataset

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Results

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#	Model↕	(Recall@10+Recall@50)/2▼	Extra Data	Paper	Date↕	Code
1	MagicLens (CoCa L)	52.95	No	MagicLens: Self-Supervised Image Retrieval with ...	2024-03-28	Code
2	MagicLens (CoCa B)	51.75	No	MagicLens: Self-Supervised Image Retrieval with ...	2024-03-28	Code
3	MagicLens (CLIP L)	48	No	MagicLens: Self-Supervised Image Retrieval with ...	2024-03-28	Code
4	MagicLens (CLIP B)	36.4	No	MagicLens: Self-Supervised Image Retrieval with ...	2024-03-28	Code
5	iSEARLE-XL (CLIP L/14)	24.46	No	iSEARLE: Improving Textual Inversion for Zero-Sh...	2024-05-05	Code
6	LinCIR (CLIP L/14)	21.64	No	Language-only Efficient Training of Zero-shot Co...	2023-12-04	Code
7	SEARLE-XL (CLIP L/14)	21.54	No	Zero-Shot Composed Image Retrieval with Textual ...	2023-03-27	Code
8	SEARLE-XL-OTI (CLIP B/32)	20.42	No	Zero-Shot Composed Image Retrieval with Textual ...	2023-03-27	Code
9	Context-I2W	20.25	No	Context-I2W: Mapping Images to Context-dependent...	2023-09-28	Code
10	Pic2Word	16.65	No	Pic2Word: Mapping Pictures to Words for Zero-sho...	2023-02-06	Code
11	iSEARLE (CLIP B/32)	16.01	No	iSEARLE: Improving Textual Inversion for Zero-Sh...	2024-05-05	Code
12	iSEARLE-OTI (CLIP B/32)	15.62	No	iSEARLE: Improving Textual Inversion for Zero-Sh...	2024-05-05	Code
13	SEARLE-OTI (CLIP B/32)	12.77	No	Zero-Shot Composed Image Retrieval with Textual ...	2023-03-27	Code
14	SEARLE (CLIP B/32)	11.94	No	Zero-Shot Composed Image Retrieval with Textual ...	2023-03-27	Code