REPAIR: Rank Correlation and Noisy Pair Half-replacing with Memory for Noisy Correspondence

Benchmark Model Rank Results
cross-modal-retrieval-with-noisy-1REPAIRR-Sum: 369.2Image-to-text R@1: 40.5Image-to-text R@5: 67.7
cross-modal-retrieval-with-noisy-2REPAIRR-Sum: 504.4Image-to-text R@1: 79.2Image-to-text R@5: 95.0
cross-modal-retrieval-with-noisy-3REPAIRR-Sum: 521.2Image-to-text R@1: 78.3Image-to-text R@5: 96.8