Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Audio Classification research benchmarks – Page 4 · SOTA2 Research

Audio Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

68.5Accuracy

9

Apr 30, 2026

ESC-50 v1 (test)

0.975Accuracy

9

Feb 26, 2026

45.06Accuracy

9

Feb 26, 2026

AudioSet balanced 20k v1

Audio-MAE (local)

37mAP

9

Feb 26, 2026

Speech Commands 35 classes V2 (evaluation)

98.15Accuracy

9

Jun 25, 2026

10 audio benchmarks (average)

83.78Base Score

8

Jun 18, 2026

ESC-50 (official 5-fold)

transductive GMM-EM

94.75Top-1 Accuracy

8

Jun 17, 2026

AIR-Bench Speech

47.16Emotion Acc (MELD)

8

Mar 30, 2026

97.8Accuracy

8

Feb 26, 2026

92.7Accuracy

8

Jun 9, 2026

Speech Commands (SC) MFCC Standard pre-processed

95.3Accuracy

8

Feb 26, 2026

GSC 35-way (test)

96.8Causal Accuracy

7

Apr 24, 2026

TUT 2017 (test)

82.88Accuracy

7

Feb 26, 2026

90.16Accuracy

7

Feb 26, 2026

0.46Accuracy

7

Feb 26, 2026

NS-Instruments (test)

73.24Accuracy

7

Feb 26, 2026

GT-Music-Genre (test)

83.17Accuracy

7

Feb 26, 2026

ESC50 Actions (test)

99Accuracy

7

Feb 26, 2026

Beijing-Opera (test)

1Accuracy

7

Feb 26, 2026

71.2Score

7

Feb 26, 2026

AudioSet (AS) (test)

48.5Accuracy

7

Feb 26, 2026

64.84Accuracy

6

Jun 5, 2026

81.38Accuracy

6

Jun 5, 2026

50.1Accuracy

6

Jun 5, 2026

Vocal Imitation

21.9Accuracy

6

Jun 5, 2026

Page 4 of 7

Popular datasets

AudioSet Speech Commands ESC UrbanSound TUT

Follow for updates

Join SOTA2 Contact