Imagine and Seek: Improving Composed Image Retrieval with an Imagined Proxy

Benchmark Model Rank Results
zero-shot-composed-image-retrieval-zs-cir-on-circoIP-CIR + LDRE (CLIP G/14)–mAP@10: 34.26
zero-shot-composed-image-retrieval-zs-cir-on-circoIP-CIR + LDRE (CLIP L/14)–mAP@10: 27.41
zero-shot-composed-image-retrieval-zs-cir-on-cirrIP-CIR + LDRE (CLIP G/14)–R@1: 39.25R@5: 70.07R@10: 80R@50: 94.89
zero-shot-composed-image-retrieval-zs-cir-on-cirrIP-CIR + LDRE (CLIP L/14)–R@1: 29.76R@5: 58.82R@10: 71.21R@50: 90.41