HADA: A Graph-based Amalgamation Framework in Image-text Retrieval

Benchmark Model Rank Results
image-retrieval-on-mscocoHADA#1Recall@1: 58.46Recall@10: 89.66Recall@5: 82.85
image-retrieval-on-mscocoBLIP#2Recall@1: 57.32Recall@10: 88.92Recall@5: 81.84
image-retrieval-on-mscocoCLIP#3Recall@1: 37.02Recall@10: 71.5Recall@5: 61.66
image-retrieval-on-flickr30kHADA#3Recall@10: 98.02Recall@5: 95.94Recall@1: 81.36
image-retrieval-on-flickr30kALBEF#5Recall@10: 97.72Recall@5: 95.3Recall@1: 79.76
image-retrieval-on-flickr30kUNITER#6Recall@10: 96.76Recall@5: 94.08Recall@1: 75.56
image-to-text-retrieval-on-flickr30kALBEF#8Recall@1: 92.6Recall@5: 99.3Recall@10: 99.9
image-to-text-retrieval-on-flickr30kUNITER#9Recall@1: 87.3Recall@5: 98Recall@10: 99.2