Image Retrieval

Benchmarks

Dataset Name	SOTA Method	Metric
Flickr30k (test)	DeBias-Attack	R@1100	357	1mo ago
CUB-200 2011 (test)	LaFG	Recall@187.2	251	4mo ago
Stanford Online Products (test)	STIR-Symmetric	Recall@188.3	231	3mo ago
MS-COCO 5K (test)	CoCa	R@167.2	217	4mo ago
MS-COCO	HQA-VLAttack	R@1100	174	1mo ago
Flickr30K	m-CNNENS	R@12,620	170	1mo ago
CUB 200 2011	GAPan	Recall@189.1	163	2mo ago
MSCOCO (test)		R@1 Attack Success Rate100	144	1mo ago
CARS196 (test)	NormSoftmax	Recall@189.3	134	4mo ago
MS-COCO 1K (test)	AlignCMSS	R@180.1	128	4mo ago
Revisited Oxford (ROxf) (Medium)	SuperGlobal	mAP91.2	124	4mo ago
In-shop Clothes Retrieval Dataset	CRT	Recall@194.48	120	4mo ago
Revisited Paris (RPar) (Hard)	SuperGlobal	mAP88.4	115	4mo ago
Holidays	Deep Image Retrieval (ResNet50)	mAP94.2	115	4mo ago
NUS-WIDE (test)		MAP89.1	104	1mo ago
Flickr30K 1K (test)	X-FMbase	R@191.1	103	1mo ago
Cars-196	SAGA	Recall@197	102	1mo ago
Revisited Paris (RPar) (Medium)	SuperGlobal	mAP94.2	100	4mo ago
Oxford 5k	Deep Image Retrieval (with QE and DBA)	mAP94.7	100	4mo ago
Oxford Flowers	CS3H	mAP97.85	99	2mo ago
MS-COCO (test)	DSDH-C	MAP84.08	98	4mo ago
CIFAR-10 (test)	HashNet-S	mAP87.49	98	4mo ago
Oxford5k (test)	GeM+alphaQE	mAP91.9	97	4mo ago
Revisited Oxford (ROxf) + R1M (Medium)	SG + LOCORE	mAP86.5	95	4mo ago
NUS-WIDE	CS3H	mAP85	89	23d ago

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