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

Benchmark Model Rank Results
cross-modal-retrieval-with-noisy-1CREAM#6R-Sum: 372.6Image-to-text R@1: 40.3Image-to-text R@5: 68.5
cross-modal-retrieval-with-noisy-2CREAM#7R-Sum: 502.3Image-to-text R@1: 77.4Image-to-text R@5: 95.0
cross-modal-retrieval-with-noisy-3CREAM#9R-Sum: 523Image-to-text R@1: 78.9Image-to-text R@5: 96.3
graph-matching-on-pascal-vocCREAM#15matching accuracy: 0.814
graph-matching-on-spair-71kCREAM#1matching accuracy: 0.851
graph-matching-on-willow-object-classCREAM#3matching accuracy: 0.988