Open ASR Leaderboard (Multilingual) open-asr-multilingual Leaderboard
Multilingual ASR — Average WER across German, French, Italian, Spanish, Portuguese, Polish, Dutch test sets. Tests cross-lingual ASR models. · Metric: Average WER (lower is better)
| # | Model | Average WER | Paper |
|---|---|---|---|
| 1 | microsoft/azure-speech-05-2026 | 2.65 | link |
| 2 | elevenlabs/scribe_v2 | 2.67 | link |
| 3 | assembly/universal-3-pro | 3.23 | link |
| 4 | reson8/resonant-1 | 3.52 | link |
| 5 | reson8/resonant-1-flash | 3.54 | link |
| 6 | mistralai/Voxtral-Small-24B-2507 | 3.70 | link |
| 7 | CohereLabs/cohere-transcribe-03-2026 | 3.83 | link |
| 8 | speechmatics/enhanced | 4.29 | link |
| 9 | facebook/omniASR-LLM-7B-v2 | 4.39 | link |
| 10 | microsoft/Phi-4-multimodal-instruct | 4.41 | link |
| 11 | nvidia/canary-1b-v2 | 4.60 | link |
| 12 | facebook/omniASR-LLM-7B | 4.68 | link |
| 13 | nvidia/parakeet-tdt-0.6b-v3 | 4.81 | link |
| 14 | openai/whisper-large-v3 | 4.81 | link |
| 15 | mistralai/Voxtral-Mini-3B-2507 | 5.10 | link |
| 16 | Qwen/Qwen3-ASR-1.7B | 5.11 | link |
| 17 | openai/whisper-large-v3-turbo | 5.56 | link |
| 18 | facebook/omniASR-CTC-7B-v2 | 5.84 | link |
| 19 | facebook/omniASR-LLM-3B-v2 | 5.94 | link |
| 20 | facebook/omniASR-LLM-1B-v2 | 6.09 | link |
| 21 | facebook/omniASR-CTC-3B-v2 | 6.17 | link |
| 22 | facebook/omniASR-CTC-7B | 6.18 | link |
| 23 | facebook/omniASR-LLM-3B | 6.26 | link |
| 24 | mistralai/Voxtral-Mini-4B-Realtime-2602 | 6.32 | link |
| 25 | facebook/omniASR-LLM-1B | 6.67 | link |
| 26 | facebook/omniASR-CTC-3B | 7.05 | link |
| 27 | facebook/omniASR-CTC-1B-v2 | 7.96 | link |
| 28 | Qwen/Qwen3-ASR-0.6B | 8.24 | link |
| 29 | facebook/omniASR-LLM-300M-v2 | 8.42 | link |
| 30 | facebook/omniASR-CTC-1B | 8.70 | link |