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Papers Benchmarks Datasets Tasks

Speech Classification research benchmarks · SOTA2 Research

Speech Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

99.2Accuracy

47

Feb 26, 2026

98.4Accuracy

41

Jun 1, 2026

Speech Commands v1

99Accuracy

19

Jun 5, 2026

Speech Commands MFCC (test)

95.3Accuracy

16

Feb 26, 2026

Speech Commands v2

98.8Accuracy

15

May 15, 2026

AudioMNIST (test)

96.3Accuracy

12

Feb 26, 2026

97.31Accuracy

11

Jun 16, 2026

Common Voice (test)

48.68Macro-F1

10

May 5, 2026

98.1Accuracy

10

Feb 26, 2026

Adapt. and Trans.

95.5Score

8

Jun 26, 2026

37.5RAVDESS Score

8

Feb 26, 2026

BCIC2020-3 Speech dataset (test)

52.53ACC-B

7

Jun 12, 2026

SC10 Raw (test)

98.32Accuracy

6

Feb 26, 2026

Fluent Speech Commands (test)

44.1Accuracy

6

Feb 26, 2026

Speech Commands (val)

WRN-28-10 + MoEx

2.22Error Rate

6

Feb 26, 2026

73.1Accuracy

5

Feb 26, 2026

73.4Accuracy

5

Feb 26, 2026

SC10 Raw 0.5x (test)

96.3Accuracy

5

Feb 26, 2026

Speech Commands Raw 1 → 1/2 (test)

88.66Accuracy

5

Feb 26, 2026

Speech Commands Raw 1 → 1 (test)

95.87Accuracy

5

Feb 26, 2026

Speech Commands SC10 Raw

98.14Accuracy

4

Feb 26, 2026

19.25Average Accuracy

3

May 12, 2026

97.5Accuracy

2

Feb 26, 2026

Speech Commands Warden 2018 (test)

—

—Accuracy

0

Feb 26, 2026

Popular datasets

Speech Commands SC VC1 VF CRM-D

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