SQUARE: Semantic Query-Augmented Fusion and Efficient Batch Reranking for Training-free Zero-Shot Composed Image Retrieval

Open paper

Benchmark	Model	Rank	Results
zero-shot-composed-image-retrieval-zs-cir-on-circo	SQUARE (ViT-B/32)	–	mAP@10: 28.46
zero-shot-composed-image-retrieval-zs-cir-on-circo	SQUARE (ViT-G/14)	–	mAP@10: 35.64
zero-shot-composed-image-retrieval-zs-cir-on-circo	SQUARE (ViT-L/14)	–	mAP@10: 33.79