NAC: Mitigating Noisy Correspondence in Cross-Modal Matching Via Neighbor Auxiliary Corrector

Benchmark Model Rank Results
cross-modal-retrieval-with-noisy-1NACR-Sum: 373.5Image-to-text R@1: 41.8Image-to-text R@5: 68.6
cross-modal-retrieval-with-noisy-2NACR-Sum: 507.1Image-to-text R@1: 79.3Image-to-text R@5: 94.6
cross-modal-retrieval-with-noisy-3NACR-Sum: 524.5Image-to-text R@1: 80.3Image-to-text R@5: 96.2