Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining

Benchmark Model Rank Results
graph-matching-on-spair-71kCREAM#1matching accuracy: 0.851
graph-matching-on-willow-object-classCREAM#3matching accuracy: 0.988
cross-modal-retrieval-with-noisy-correspondence-on-cc152kCREAM#6R-Sum: 372.6Image-to-text R@1: 40.3Image-to-text R@5: 68.5…
cross-modal-retrieval-with-noisy-correspondence-on-flickr30k-noisyCREAM#7R-Sum: 502.3Image-to-text R@1: 77.4Image-to-text R@5: 95.0…
cross-modal-retrieval-with-noisy-correspondence-on-coco-noisyCREAM#9R-Sum: 523Image-to-text R@1: 78.9Image-to-text R@5: 96.3…
graph-matching-on-pascal-vocCREAM#15matching accuracy: 0.814