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

Language Identification research benchmarks · SOTA2 Research

Language Identification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SAEs Classifier

100Precision

51

Feb 26, 2026

97.6Accuracy

26

Mar 10, 2026

Low-resource Dialectal Speech 5 languages (test)

98.06Detection Accuracy

18

May 25, 2026

ML-SUPERB 10-min Normal

90.2LID Accuracy

18

Feb 26, 2026

Language Id. (test)

98.63Accuracy

18

Mar 26, 2026

Language Identification (train)

100Accuracy

16

Mar 26, 2026

AfroScope High resource

100Macro-F1

16

Feb 26, 2026

ML-SUPERB 1hr Normal

CA-XLSRL,S (TCAC)

93.5Accuracy

10

Feb 26, 2026

98Score

8

Jun 26, 2026

FLORES+ (devtest)

99.98Loose Accuracy

8

Feb 26, 2026

96.19Loose Accuracy

8

Feb 26, 2026

97.2Loose Accuracy

8

Feb 26, 2026

FLEURS SSA 102 (test)

SSA-HuBERT-Large

93.7Accuracy

8

Feb 26, 2026

AfroScope-Data Mid resource

98.67Macro F1

8

Feb 26, 2026

92.7F1 Score

8

Feb 26, 2026

UDHR OpenLID 1.0

92.7F1 Score

8

Feb 26, 2026

92.7F1 Score

8

Feb 26, 2026

0.952F1 Score

8

Feb 26, 2026

FLORES-200 NLLB 1.0

95.4F1 Score

8

Feb 26, 2026

FLORES-200 OpenLID 1.0

94.7F1 Score

8

Feb 26, 2026

FLORES-200 FT176 1.0

99.1F1 Score

8

Feb 26, 2026

FLORES-200 CLD3 1.0

98.3F1 Score

8

Feb 26, 2026

91.38wF1

8

Feb 26, 2026

FLORES-200 199 languages (test)

GlotLID-M+ConLID-S

97.16F1

7

Mar 11, 2026

UDHR 360 languages (out-of-domain)

GlotLID-M+ConLID-S

90.6F1 Score

7

Mar 11, 2026

Page 1 of 4

PreviousNext

Popular datasets

FLORES UDHR FLEURS ML-SUPERB GlotLID-C

Follow for updates

Join SOTA2 Contact