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Mispronunciation Detection research benchmarks · SOTA2 Research

Mispronunciation Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

L2-ARCTIC (test)

71.77F1 Score

20

Apr 27, 2026

CMU Kids (full corpus)

0.915AUC

14

Jun 2, 2026

L2-Arctic-plus (test)

ASR+LLM Cascade SOTA

53.8Precision

8

Feb 26, 2026

61.67Recall

5

Jun 5, 2026

Popular datasets

L2-ARCTIC CMU Kids

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