Training-free Zero-shot Composed Image Retrieval via Weighted Modality Fusion and Similarity

Benchmark Model Rank Results
zero-shot-composed-image-retrieval-zs-cir-on-cirrWeiMoCIR (CLIP G/14)#10R@1: 31.04R@5: 60.41
zero-shot-composed-image-retrieval-zs-cir-on-cirrWeiMoCIR (CLIP L/14)#11R@1: 30.94R@5: 60.87
zero-shot-composed-image-retrieval-zs-cir-on-cirrWeiMoCIR (CLIP H/14)#15R@1: 29.11R@5: 59.76
zero-shot-composed-image-retrieval-zs-cir-on-cirrWeiMoCIR (CLIP B/32)#16R@1: 26.31R@5: 57.69
zero-shot-composed-image-retrieval-zs-cir-on-fashion-iqWeiMoCIR (CLIP G/14)#8(Recall@10+Recall@50)/2: 47.16
zero-shot-composed-image-retrieval-zs-cir-on-fashion-iqWeiMoCIR (CLIP H/14)#14(Recall@10+Recall@50)/2: 44.58
zero-shot-composed-image-retrieval-zs-cir-on-fashion-iqWeiMoCIR (CLIP L/14)#21(Recall@10+Recall@50)/2: 41.27
zero-shot-composed-image-retrieval-zs-cir-on-fashion-iqWeiMoCIR (CLIP B/32)#23(Recall@10+Recall@50)/2: 39.84