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MIRFLICKR dataset and benchmarks · SOTA2 Research

Research Datasets

MIRFLICKR

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Text-to-Image Retrieval

MIRFlickr

97mAP@50

62

Image-to-Text Retrieval

MIRFlickr

97.1mAP@50

62

Image-to-Text Retrieval

MIRFlickr-25K (test)

80.4mAP@50

28

Text-to-Image Retrieval

MIRFlickr-25K (test)

79.5mAP@50

27

Incomplete Multi-view Multi-label Class Incremental Learning

MIRFLICKR

36.71Last CF1

17

Multi-label Classification

MIRFLICKR

69.2AP

17

Partial Multi-Label Learning

Mirflickr

83.3Average Precision

16

Partial Multi-Label Learning

Mirflickr

0.108Ranking Loss

16

Multi-view Multi-label Classification

Mirflickr 50% missing (test)

89.41-HL

10

Partial Multi-Label Learning

Mirflickr

0.176One-error

9

Partial Multi-Label Learning

Mirflickr

0.169Hamming Loss

9

Partial Multi-Label Learning

Mirflickr avg.#CLs 3.35

23.9Coverage

9

Multi-view multi-label classification

Mirflickr

63.4AP

9

Popular tasks

Partial Multi-Label Learning Image-to-Text Retrieval Text-to-Image Retrieval Multi-view Multi-label Classification Multi-Label Classification

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