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Papers Benchmarks Datasets Tasks

MUSIC dataset and benchmarks · SOTA2 Research

Research Datasets

MUSIC

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Relation-Conditioned Retrieval

Music

51.53Hit@5

30

Single Sound Source Localization

MUSIC Solo (test)

98.5IoU@0.5

26

Analysis-synthesis

Music Academic

0FAD

24

Audio-Visual Sound Separation

MUSIC-21 (test)

10.36SDR

24

music

0.598Mean

24

Generalization Performance

music

0.21Avg Generalization Error

24

Sound Separation

MUSIC-clean+

6.94CLAPt

18

Audio Generation

Music clean (test)

100Generation Success Rate

18

Audio Generation

Music Noise SNR=-10 (test)

85Generation Success Rate

18

Hypernym discovery

music Gold standard domain-specific (test)

80.6MRR

18

Target Sound Extraction

MUSIC21 (test)

9.47SDRi

17

Audio source separation

MUSIC (test)

11.61SDR

16

Sequential Recommendation

Music

14.02Recall

14

Synthetic Song Detection

MUSIC8K-P Noise

85.8Accuracy

13

Sequential Recommendation

Music

5.027HR

12

Rating Prediction

Music unbiased (test)

68.8AUC

12

Analysis-synthesis

Music Industrial

0FAD

12

ECHO-related classification

MUSIC (test)

68LVEF < 40% Classification

12

Open-Ended Abstract Retrieval (OAR)

Music

49.2Diversity

11

Source Separation

MUSIC (test)

3.43IS

10

Audio Restoration

Music Datasets (test)

1.212Mel Distance

9

Multi-source sound localization

MUSIC-Duet

32.5CIoU@0.3

9

Music Genre Classification

Music (test)

84.06Accuracy

9

Entity Matching

Music 20K

93.4Precision

8

SCD outcome prediction

MUSIC

0.622AUROC

8

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