Composed Image Retrieval

Benchmarks

Dataset Name	SOTA Method	Metric
CIRR (test)	CIReVL	Recall@134.65	481	3d ago
FashionIQ (val)	TMCIR	Shirt Recall@1059.12	455	3d ago
CIRCO (test)	MMRet-MLLM	mAP@1043.4	234	3d ago
Fashion-IQ (test)	SPRC + SPN	Dress Recall@100.5057	145	3d ago
CIRCO	OSCAR	mAP@556.54	63	4d ago
Fashion-IQ	LinCIR + RTD	Average Recall@1046.2	40	4d ago
GeneCIS (test)	OSrCIR w/ GPT-4o	Recall@117.9	38	4d ago
CIRCO 1.0 (test)	MMRet-MLLM	mAP@542.2	36	4d ago
Shoes (test)	Css-Net	R@1056.81	27	4d ago
CIRR Subset (test)	CASE (Text-only)	R@178.68	26	3d ago
CIRR Index Set v1.0		Recall@135.3	23	4d ago
CIRR v1.0	MagicLens-L	Recall@170.9	21	4d ago
FashionIQ Toptee	OSCAR	Recall@1048.24	20	4d ago
FashionIQ Shirt	QQMM-embed-v2	Recall@1046.07	20	4d ago
FashionIQ (Dress)	OSCAR	Recall@1038.47	20	4d ago
FashionIQ 1.0 (test)	IP-CIR	R@1045.7	20	4d ago
ImageNet-R (test)	FREEDOM	Cartoon R@1023.77	19	3d ago
GeneCIS	MagicLens-B	Recall@117.4	19	4d ago
CIRR (val)	SPN-IN	Recall@136.55	18	3d ago
CIRR 1.0 (val)	CoLLM	Recall@135	15	4d ago
Multi-Target CIRR (test)	SEARLE + SoFT	mAP@562.29	14	4d ago
FashionIQ Zero-Shot	CoVR-BLIP-2	Average R@103,681	13	4d ago
GeneCIS 1.0 (test)	MMRet-MLLM	Recall@121.1	13	4d ago
FashionIQ Dress, Shirt, Toptee	Css-Net	Dress Recall@1033.65	12	4d ago
Shoes	TG-CIR	R@1063.2	12	4d ago

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