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Automatic Speech Recognition research benchmarks – Page 12 · SOTA2 Research

Automatic Speech Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LibriSpeech 80 (test-other)

3.4WER

10

Apr 2, 2026

SLR68 Read Speech (test)

8.53CER

10

Mar 6, 2026

SLR18 (THCHS-30) (test)

13.47CER

10

Mar 6, 2026

SLR93 (AISHELL-3) (test)

4.55CER

10

Mar 6, 2026

SLR62 aidatatang (test)

4.09CER

10

Mar 6, 2026

SLR47 Primewords (test)

15.79CER

10

Mar 6, 2026

SLR38 Free ST Mandarin (test)

8.51CER

10

Mar 6, 2026

SLR33 Aishell (test)

4.25CER

10

Mar 6, 2026

Canary-1b-flash

2.7WER (%)

10

Feb 26, 2026

Whisper-large-v3

3.1WER (%)

10

Feb 26, 2026

WenetSpeech (test-net)

Qwen3-Omni-Instruct

5.29CER

10

Feb 26, 2026

Earnings21 long-form (test)

Whisper small.en

10.8WER

10

Feb 26, 2026

CommonVoice segmented (test)

11.4WER

10

Feb 26, 2026

LibriSpeech other segmented (test)

3.9WER

10

Feb 26, 2026

LibriSpeech clean segmented (test)

1.7WER

10

Feb 26, 2026

7.44CER

10

Feb 26, 2026

ML-SUPERB 1hr Normal

CA-XLSRL,S (TCAC)

14.4CER

10

Feb 26, 2026

Valibel corpus (test)

0WER

10

Feb 26, 2026

AISHELL-2 Mic (test)

0.023WER

10

Feb 26, 2026

Eval2000-CH Fisher-Switchboard 2300-h (test)

9WER (SW Subset)

10

Feb 26, 2026

Librispeech 100 h (parallel) + 360 h (unpaired) (test-clean)

4.6CER

10

Feb 26, 2026

85.3Accuracy

10

Feb 26, 2026

CMU Kids (held-out)

Parakeet + FASA

15.1WER

9

Jul 7, 2026

OGI Kids (held-out)

Canary + BEACON

15.8Word Error Rate (WER)

9

Jul 7, 2026

MyST (held-out)

9.4WER

9

Jul 7, 2026

Page 12 of 38

Popular datasets

LibriSpeech FLEURS Common Voice AISHELL Multilingual ASR Corpus

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