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Image-to-Audio Retrieval research benchmarks · SOTA2 Research

Image-to-Audio Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

GeoSound (Sentinel Imagery, scale=1)

86.8R@10%

9

Apr 14, 2026

PlacesAudio (val)

94.2Acc @10

6

Feb 26, 2026

62.6R@10%

5

Apr 14, 2026

87.1R@10%

5

Apr 14, 2026

Taxonomic Retrieval Family level

38.8Top-1 Accuracy

4

Mar 26, 2026

Taxonomic Retrieval Genus level

48.6Top 1 Accuracy

4

Mar 26, 2026

Flickr-SoundNet

4.92mAP

4

Feb 27, 2026

4.13mAP

4

Feb 27, 2026

AffectHuman-43K (test)

74.1R@1

3

May 19, 2026

Unseen species-level

28Top-1 Accuracy

3

Mar 26, 2026

29.7Performance Score

3

Mar 4, 2026

69.8Acc @10

3

Feb 26, 2026

Proposed method

61.45mAP

2

May 19, 2026

Flickr-SoundNet (test)

—

—mAP

0

Feb 26, 2026

Popular datasets

Flickr SoundNet Taxonomic Retrieval GeoSound AudioSet ACM

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