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Datasets/COCO-Noisy

COCO-Noisy

Microsoft Common Objects in Context with 20% of Noisy Correspondence and 1K test data

ImagesTextsIntroduced 2021-12-01

This dataset is based on MS COCO that have 20% of data randomly shuffled to simulate noisy correspondence.

Benchmarks

Cross-Modal Information Retrieval/R-SumCross-Modal Information Retrieval/Image-to-text R@1Cross-Modal Information Retrieval/Image-to-text R@5Cross-Modal Information Retrieval/Image-to-text R@10Cross-Modal Information Retrieval/Text-to-image R@1Cross-Modal Information Retrieval/Text-to-image R@5Cross-Modal Information Retrieval/Text-to-image R@10Cross-Modal Retrieval/R-SumCross-Modal Retrieval/Image-to-text R@1Cross-Modal Retrieval/Image-to-text R@5Cross-Modal Retrieval/Image-to-text R@10Cross-Modal Retrieval/Text-to-image R@1Cross-Modal Retrieval/Text-to-image R@5Cross-Modal Retrieval/Text-to-image R@10Image Retrieval with Multi-Modal Query/R-SumImage Retrieval with Multi-Modal Query/Image-to-text R@1Image Retrieval with Multi-Modal Query/Image-to-text R@5Image Retrieval with Multi-Modal Query/Image-to-text R@10Image Retrieval with Multi-Modal Query/Text-to-image R@1Image Retrieval with Multi-Modal Query/Text-to-image R@5Image Retrieval with Multi-Modal Query/Text-to-image R@10

Statistics

Papers
17
Benchmarks
21

Links

Tasks

Cross-Modal Information RetrievalCross-Modal RetrievalCross-modal retrieval with noisy correspondenceImage Retrieval with Multi-Modal Query