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Fashion200k dataset and benchmarks · SOTA2 Research

Research Datasets

Fashion200k

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Image Retrieval

Fashion200k (test)

27.1Recall@1

58

Product Classification

Fashion200K

67.65Accuracy

23

Image-to-Text Retrieval

Fashion200K

34.9R@5

19

Fashion200k (test)

88.6Top-1 Acc (Super-class)

9

Composed Image Retrieval

Fashion200k original (test)

52.1Recall@10

9

Text-to-image fashion retrieval

Fashion200k

28.6R@10

7

Text-based Image Retrieval

Fashion200k

20.1Rank-1 Acc

7

Fashion200k Sub-class (test)

39.5Accuracy

5

Fashion200k Super-class (test)

82Accuracy

5

Popular tasks

Classification Image-to-Text Retrieval Composed Image Retrieval Image Retrieval Text Based Image Retrieval

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