BiCro: Noisy Correspondence Rectification for Multi-modality Data via Bi-directional Cross-modal Similarity Consistency

Benchmark Model Rank Results
cross-modal-retrieval-with-noisy-1BiCro*#7R-Sum: 370.2Image-to-text R@1: 40.8Image-to-text R@5: 67.2
cross-modal-retrieval-with-noisy-2BiCro*#5R-Sum: 504.7Image-to-text R@1: 78.1Image-to-text R@5: 94.4
cross-modal-retrieval-with-noisy-3BiCro*#8R-Sum: 523.2Image-to-text R@1: 78.8Image-to-text R@5: 96.1