Improving Composed Image Retrieval via Contrastive Learning with Scaling Positives and Negatives

Benchmark Model Rank Results
image-retrieval-on-cirrSPN4CIR (SPRC)#1(Recall@5+Recall_subset@1)/2: 82.69Recall@10: 90.87
image-retrieval-on-fashion-iqSPN4CIR (SPRC)#1(Recall@10+Recall@50)/2: 66.41Recall@10: 56.37
zero-shot-composed-image-retrieval-zs-cir-on-cirrSPN4CIR (SPN-CC)#22R@5: 65.42Rsubset@1: 64.87