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Papers Benchmarks Datasets Tasks

Sound Source Localization research benchmarks · SOTA2 Research

Sound Source Localization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Flickr-SoundNet (test)

89.84CIoU

49

Mar 25, 2026

54.76CIoU

30

Mar 25, 2026

Flickr SoundNet 10k (test)

88.45AP

17

Feb 26, 2026

Flickr-SoundNet

58.23Precision

10

Feb 26, 2026

VGGSound Source

40.6cIoU

9

Feb 26, 2026

Synthetic SSL Dataset K=3

0.045MC (Source 1)

8

Mar 19, 2026

Synthetic SSL Dataset K=2

0.044MC (Source 1)

8

Mar 19, 2026

Synthetic SSL Dataset K=1

0.047MC (Source 1)

8

Mar 19, 2026

environments (unseen)

True RIR (Upper bound)

17SLE

7

Feb 26, 2026

PT-SSL-U (SRP-PHAT)

0.09P^MC

6

Mar 19, 2026

Environments (seen)

True RIR (Upper bound)

14.9SLE

6

Feb 26, 2026

AudioSet dynamic single-source moving clips

PSELDNets-mACCDOA + sem./dist. heads

13.7DoA MAE

4

Jun 15, 2026

LOCATA Synthetic

PT-SSL-U (SRP-PHAT)

0.03P^MC

2

Mar 19, 2026

Popular datasets

Synthetic SSL Dataset Flickr SoundNet Environments Synthetic AudioSet

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