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Automatic Speech Recognition research benchmarks – Page 19 · SOTA2 Research

Automatic Speech Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

2.71WER

7

Apr 9, 2026

AraBEST-RQ 300M 6k

15.1WER

7

Apr 3, 2026

CV NER 18 (val)

AraBEST-RQ 300M 6k

11.2WER

7

Apr 3, 2026

In-house ASR Average across domains (evaluation set)

9.17EER

7

Apr 2, 2026

In-house ASR Banking domain (test)

Whisper Large-v3

10.8EER

7

Apr 2, 2026

In-house ASR Surgery domain (evaluation set)

Qwen3-Omni-30B-A3B-Instruct

5.76EER

7

Apr 2, 2026

In-house ASR Pharmacy domain

Qwen3-Omni-30B-A3B-Instruct

3.45EER

7

Apr 2, 2026

In-house ASR Patient domain (evaluation set)

3.51EER

7

Apr 2, 2026

In-house ASR Wellness domain (evaluation set)

11.51EER

7

Apr 2, 2026

In-house ASR Gaming domain (evaluation set)

Voxtral-Mini-3B-2507

14.15EER

7

Apr 2, 2026

In-house ASR Nutrition domain (evaluation set)

Qwen3-Omni-30B-A3B-Instruct

6.63EER

7

Apr 2, 2026

In-house ASR Consumer domain (evaluation set)

13.46EER

7

Apr 2, 2026

Step-Audio-2-mini

2.16Word Error Rate (WER)

7

Mar 31, 2026

Quechua (que) low-resource

30.1CER

7

Feb 26, 2026

Bemba (bem) low-resource

0.121CER

7

Feb 26, 2026

Korean (ko) low-resource

7.2CER

7

Feb 26, 2026

LibriSpeech3Mix simulated (eval)

8.35WER

7

Feb 26, 2026

LibriSpeech2Mix simulated (eval)

3.56Word Error Rate

7

Feb 26, 2026

AISHELL-1 1.0 (test)

5.25CER (Offline, Rescoring)

7

Feb 26, 2026

10.07WER/CER

7

Feb 26, 2026

0.73CER

7

Feb 26, 2026

Dialog-Chinese Dialects

0.159WER

7

Feb 26, 2026

Dialog-Cantonese

4.12WER

7

Feb 26, 2026

Dialog-Mandarin

6.54WER

7

Feb 26, 2026

2.44WER

7

Feb 26, 2026

Page 19 of 38

Popular datasets

LibriSpeech FLEURS Common Voice AISHELL Multilingual ASR Corpus

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