Leaderboard
WER MLS
wer-multilibriRecord
- Category
- speech-asr
- Scored models
- 37
Scores
| Model | Score |
|---|---|
| ibm-granite/granite-4.0-1b-base | 34.3 |
| ibm-granite/granite-speech-4.1-2b-plus | 34.3 |
| ibm-granite/granite-speech-4.1-2b-plus | 34.3 |
| — | 22.4 |
| — | 16.2 |
| nvidia/stt_it_fastconformer_hybrid_large_pc | 13.01 |
| nvidia/stt_nl_fastconformer_hybrid_large_pc | 12.09 |
| nvidia/stt_en_conformer_ctc_small | 11.3 |
| alefiury/parakeet-tdt-0.6b-v3-ptBR-TAGARELA-onnx | 10.8 |
| nvidia/parakeet-tdt-0.6b-v3 | 7.83 |
| nvidia/parakeet-tdt-0.6b-v3 | 7.83 |
| nvidia/canary-1b-v2 | 7.27 |
| nvidia/canary-1b-v2 | 7.27 |
| nvidia/canary-1b-v2 | 7.27 |
| nvidia/stt_en_conformer_ctc_large | 7.2 |
| nvidia/stt_pl_fastconformer_hybrid_large_pc | 7.15 |
| openai/whisper-large-v3-turbo | 6.89 |
| nvidia/stt_en_fastconformer_ctc_large | 6.4 |
| nvidia/nemotron-3.5-asr-streaming-0.6b | 6.07 |
| nvidia/stt_en_conformer_transducer_large | 5.8 |
| nvidia/stt_en_fastconformer_transducer_large | 5.8 |
| openai/whisper-large-v3-turbo | 5.69 |
| nvidia/stt_en_conformer_transducer_xlarge | 5.32 |
| nvidia/stt_fr_fastconformer_hybrid_large_pc | 5 |
Remaining fields
Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.
- category
- speech-asr
- id
- wer-multilibri
- name
- WER MLS
- schema version
- local-ai-registry/v1
rows
| variant | conf | context | model id | org | rank | root | score |
|---|---|---|---|---|---|---|---|
| granite-speech-4.1-2b-plus | low | Unknown | granite-4-0-1b-base | ibm-granite | 1 | ibm-granite/granite-4.0-1b-base | 34.3 |
| granite-speech-4.1-2b-plus-gguf | low | Unknown | granite-speech-4-1-2b-plus | handy-computer | 2 | ibm-granite/granite-speech-4.1-2b-plus | 34.3 |
| granite-speech-4.1-2b-plus-gguf | low | Unknown | granite-speech-4-1-2b-plus | memoravox | 3 | ibm-granite/granite-speech-4.1-2b-plus | 34.3 |
| bp500-base100k_voxpopuli | low | Unknown | Unknown | lgris | 4 | — | 22.4 |
| whisper-small-cv11-french | low | Unknown | Unknown | bofenghuang | 5 | — | 16.2 |
| stt_it_fastconformer_hybrid_large_pc | low | Unknown | Unknown | nvidia | 6 | nvidia/stt_it_fastconformer_hybrid_large_pc | 13.01 |
| stt_nl_fastconformer_hybrid_large_pc | low | Unknown | Unknown | nvidia | 7 | nvidia/stt_nl_fastconformer_hybrid_large_pc | 12.09 |
| stt_en_conformer_ctc_small | low | Unknown | Unknown | nvidia | 8 | nvidia/stt_en_conformer_ctc_small | 11.3 |
| parakeet-tdt-0.6b-v3-ptBR-TAGARELA-onnx-int8 | low | Unknown | Unknown | calneymgp | 9 | alefiury/parakeet-tdt-0.6b-v3-ptBR-TAGARELA-onnx | 10.8 |
| parakeet-tdt-0.6b-v3-gguf | low | Unknown | parakeet-tdt-0-6b-v3 | handy-computer | 10 | nvidia/parakeet-tdt-0.6b-v3 | 7.83 |
| parakeet-tdt-0.6b-v3 | low | Unknown | parakeet-tdt-0-6b-v3 | nvidia | 11 | nvidia/parakeet-tdt-0.6b-v3 | 7.83 |
| canary-1b-v2-gguf | low | Unknown | Unknown | handy-computer | 12 | nvidia/canary-1b-v2 | 7.27 |
| canary-1b-v2 | low | Unknown | Unknown | nvidia | 13 | nvidia/canary-1b-v2 | 7.27 |
| canary-1b-v2-gguf | low | Unknown | Unknown | memoravox | 14 | nvidia/canary-1b-v2 | 7.27 |
| stt_en_conformer_ctc_large | low | Unknown | Unknown | nvidia | 15 | nvidia/stt_en_conformer_ctc_large | 7.2 |
| stt_pl_fastconformer_hybrid_large_pc | low | Unknown | Unknown | nvidia | 16 | nvidia/stt_pl_fastconformer_hybrid_large_pc | 7.15 |
| thewhisper-large-v3-turbo | medium | **MLS Italian** | whisper-large-v3-turbo | TheStageAI | 17 | openai/whisper-large-v3-turbo | 6.89 |
| stt_en_fastconformer_ctc_large | low | Unknown | Unknown | nvidia | 18 | nvidia/stt_en_fastconformer_ctc_large | 6.4 |
| nemotron-3.5-asr-streaming-0.6b-onnx-int4 | high | Unknown | nemotron-3-5-asr-streaming-0-6b | onnx-community | 19 | nvidia/nemotron-3.5-asr-streaming-0.6b | 6.07 |
| stt_en_conformer_transducer_large | low | Unknown | Unknown | nvidia | 20 | nvidia/stt_en_conformer_transducer_large | 5.8 |
| stt_en_fastconformer_transducer_large | low | Unknown | Unknown | nvidia | 21 | nvidia/stt_en_fastconformer_transducer_large | 5.8 |
| thewhisper-large-v3-turbo | medium | **MLS Portuguese** | whisper-large-v3-turbo | TheStageAI | 22 | openai/whisper-large-v3-turbo | 5.69 |
| stt_en_conformer_transducer_xlarge | low | Unknown | Unknown | nvidia | 23 | nvidia/stt_en_conformer_transducer_xlarge | 5.32 |
| stt_fr_fastconformer_hybrid_large_pc | low | Unknown | Unknown | nvidia | 24 | nvidia/stt_fr_fastconformer_hybrid_large_pc | 5 |
| thewhisper-large-v3-turbo | medium | **MLS French** | whisper-large-v3-turbo | TheStageAI | 25 | openai/whisper-large-v3-turbo | 4.67 |
| audio-codec-44khz | medium | MLS English | Unknown | nvidia | 26 | nvidia/audio-codec-44khz | 4.51 |
| audio-codec-22khz | medium | MLS English | Unknown | nvidia | 27 | nvidia/audio-codec-22khz | 4.5 |
| stt_en_fastconformer_hybrid_large_pc | low | Unknown | Unknown | nvidia | 28 | nvidia/stt_en_fastconformer_hybrid_large_pc | 4.48 |
| nemo-nano-codec-22khz-1.78kbps-12.5fps | medium | MLS | Unknown | nvidia | 29 | nvidia/nemo-nano-codec-22khz-1.78kbps-12.5fps | 4.44 |
| nemo-nano-codec-22khz-1.89kbps-21.5fps | medium | MLS | Unknown | nvidia | 30 | nvidia/nemo-nano-codec-22khz-1.89kbps-21.5fps | 4.43 |
| low-frame-rate-speech-codec-22khz | medium | MLS | Unknown | nvidia | 31 | nvidia/low-frame-rate-speech-codec-22khz | 4.43 |
| nemo-nano-codec-22khz-0.6kbps-12.5fps | medium | MLS | Unknown | nvidia | 32 | nvidia/nemo-nano-codec-22khz-0.6kbps-12.5fps | 4.41 |
| thewhisper-large-v3-turbo | medium | **MLS German** | whisper-large-v3-turbo | TheStageAI | 33 | openai/whisper-large-v3-turbo | 4.28 |
| stt_de_fastconformer_hybrid_large_pc | low | Unknown | Unknown | nvidia | 34 | nvidia/stt_de_fastconformer_hybrid_large_pc | 3.33 |
| stt_de_conformer_transducer_large | low | Unknown | Unknown | nvidia | 35 | nvidia/stt_de_conformer_transducer_large | 3.22 |
| stt_es_fastconformer_hybrid_large_pc | low | Unknown | Unknown | nvidia | 36 | nvidia/stt_es_fastconformer_hybrid_large_pc | 3.06 |
| thewhisper-large-v3-turbo | medium | **MLS Spanish** | whisper-large-v3-turbo | TheStageAI | 37 | openai/whisper-large-v3-turbo | 2.93 |
Provenance & metadata (1)
source
- kind
- leaderboard-scrape
- paths
- benchmarks/wer-multilibri.html