Local AI Registry

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WER FLEURS

wer-fleurs
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Record

Category
speech-asr
Scored models
183

Scores

ModelScore
—100
—100
openai/whisper-large-v399.69
—98.7
—97.18
—97.18
FireRedTeam/FireRedLID97.18
FireRedTeam/FireRedPunc97.18
UsefulSensors/moonshine-tiny-zh71.1
openai/whisper-large-v365.99
openai/whisper-large-v359.2
openai/whisper-base59.2
openai/whisper-small59.2
openai/whisper-tiny59.2
openai/whisper-medium59.2
openai/whisper-large-v350.84
openai/whisper-large-v3-turbo50.84
UsefulSensors/moonshine-tiny-ja47.2
openai/whisper-base35.09
nvidia/nemotron-3.5-asr-streaming-0.6b33.07
openai/whisper-small30.29
openai/whisper-medium26.33
openai/whisper-large-v3-turbo25.5
—22.4

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-fleurs
name
WER FLEURS
schema version
local-ai-registry/v1

rows

variantconfcontextmodel idorgrankrootscore
TrorYongASR-smallhighUnknownUnknownKrorngAI1—100
TrorYongASR-tinyhighUnknownUnknownKrorngAI2—100
MERaLiON-3-10Bmediumfleurswhisper-large-v3MERaLiON3openai/whisper-large-v399.69
kotoba-whisper-bilingual-v1.0lowUnknownUnknownkotoba-tech4—98.7
FireRedLID-vllmmediumFLEURS testUnknownPatchyTisa5—97.18
FireRedASR2-LLM-vllmmediumFLEURS testUnknownallendou6—97.18
FireRedLIDmediumFLEURS testUnknownFireRedTeam7FireRedTeam/FireRedLID97.18
FireRedPuncmediumFLEURS testUnknownFireRedTeam8FireRedTeam/FireRedPunc97.18
moonshine-tiny-zhlowUnknownUnknownUsefulSensors9UsefulSensors/moonshine-tiny-zh71.1
whisper-large-v3-turbo-hr-parlamediumgoogle/fleurs hr_hr testwhisper-large-v3GoranS10openai/whisper-large-v365.99
kb-whisper-largehighUnknownwhisper-large-v3KBLab11openai/whisper-large-v359.2
kb-whisper-basehighUnknownwhisper-baseKBLab12openai/whisper-base59.2
kb-whisper-smallhighUnknownwhisper-smallKBLab13openai/whisper-small59.2
kb-whisper-tinyhighUnknownwhisper-tinyKBLab14openai/whisper-tiny59.2
kb-whisper-mediumhighUnknownwhisper-mediumKBLab15openai/whisper-medium59.2
Whisper-Hindi2Hinglish-Primemedium[FLEURS](https://huggingface.co/datasets/google/fleurs)whisper-large-v3Oriserve16openai/whisper-large-v350.84
Whisper-Hindi2Hinglish-Apexmedium[FLEURS](https://huggingface.co/datasets/google/fleurs)whisper-large-v3-turboOriserve17openai/whisper-large-v3-turbo50.84
moonshine-tiny-jalowUnknownUnknownUsefulSensors18UsefulSensors/moonshine-tiny-ja47.2
Whisper-Hindi2Hinglish-Swiftmedium[FLEURS](https://huggingface.co/datasets/google/fleurs)whisper-baseOriserve19openai/whisper-base35.09
nemotron-3.5-asr-streaming-slovenianmediumFLEURS slnemotron-3-5-asr-streaming-0-6btexdata20nvidia/nemotron-3.5-asr-streaming-0.6b33.07
code-switched-egyptian-arabic-whisper-smallmediumFLEURS ar\_eg test set (transcription column)whisper-smallIbrahimAmin21openai/whisper-small30.29
whisper-medium-uzbeklowUnknownwhisper-mediumnavai-uz22openai/whisper-medium26.33
whisper-large-v3-turbo-ltmedium**FLEURS-lt** (test, n=986)whisper-large-v3-turbosvogunas23openai/whisper-large-v3-turbo25.5
heep-indicmediumFLEURSUnknownbc7ec35624—22.4
wav2vec2-large-mms-1b-hungarianmediumFLEURS (hu) Testmms-1b-allGaborMadarasz25facebook/mms-1b-all19.93
indic_whisper_nodcillowUnknownUnknownparthiv1126—19.4
heep-indiclowUnknownUnknownbc7ec35627—19.4
SraVaani-1.0lowUnknownUnknownARTPARK-IISc28—18.8
central-kurdish-ttsmediumFLEURSUnknownaranemini29—18.5
stt_uz_fastconformer_hybrid_large_pcmedium**FLEURS DEV (used as test)**Unknownnvidia30nvidia/stt_uz_fastconformer_hybrid_large_pc17.52
moonshine-base-zh-gguflowUnknownUnknownhandy-computer31UsefulSensors/moonshine-base-zh16.65
Whisper-Large-v3-Turbo-CoreMLmedium`fleurs-ar_eg`whisper-large-v3-turboaufklarer32openai/whisper-large-v3-turbo16.6
moonshine-tiny-kolowUnknownmoonshine-tiny-koUsefulSensors33UsefulSensors/moonshine-tiny-ko15.83
moonshine-tiny-ko-ONNXlowUnknownmoonshine-tiny-koonnx-community34UsefulSensors/moonshine-tiny-ko15.83
Nos_ASR-wav2vec2-xls-r-300m-glmediumFLEURSUnknownproxectonos35facebook/wav2vec2-xls-r-300m15.83
IndicConformer-GGUFlowUnknownUnknownSingla000936ai4bharat/indicconformer_stt_hi_hybrid_rnnt_large15.2
whisper-small-cv11-frenchlowUnknownUnknownbofenghuang37—15
moonshine-tiny-zh-gguflowUnknownUnknownhandy-computer38UsefulSensors/moonshine-tiny-zh13.7
whisper-turbo-kaz-rus-v1highUnknownUnknownabilmansplus39abilmansplus/whisper-turbo-ksc213.6
stt_ka_fastconformer_hybrid_large_pclowUnknownUnknownnvidia40nvidia/stt_ka_fastconformer_hybrid_large_pc13.44
Whisper_Largev2-Swahili-Decodis_Basemedium**FLEURS (benchmark)**whisper-large-v2RafatK41openai/whisper-large-v213.31
moonshine-tiny-ja-gguflowUnknownUnknownhandy-computer42UsefulSensors/moonshine-tiny-ja13.2
whisper-hinglish-previewmediumFLEURS-hiUnknownTrelis43ARTPARK-IISc/whisper-large-v3-vaani-hindi12.57
Whisper_Largev2-Swahili-Decodis_Comb_FTmedium**FLEURS (benchmark)**whisper-large-v2RafatK44openai/whisper-large-v212.41
parakeet-tdt-0.6b-v3-gguflowUnknownparakeet-tdt-0-6b-v3handy-computer45nvidia/parakeet-tdt-0.6b-v311.97
parakeet-tdt-0.6b-v3lowUnknownparakeet-tdt-0-6b-v3nvidia46nvidia/parakeet-tdt-0.6b-v311.97
whisper-large-v3-vaani-hindimediumFleurswhisper-smallARTPARK-IISc47openai/whisper-small11.2
moonshine-base-ja-gguflowUnknownUnknownhandy-computer48UsefulSensors/moonshine-base-ja10.84
polyglot-lion-1.7blowUnknownqwen3-asr-1-7bknoveleng49Qwen/Qwen3-ASR-1.7B10.63
polyglot-lion-1.7b-v1.5lowUnknownqwen3-asr-1-7bknoveleng50Qwen/Qwen3-ASR-1.7B10.63
parakeet-rnnt-110m-da-dkmediumGoogle FLEURSUnknownnvidia51nvidia/parakeet-rnnt-110m-da-dk10.6
taramedium[FLEURS-hi](https://huggingface.co/datasets/Trelis/vistaar-hi-fleurs-test)UnknownTrelis52—10.47
whisper-hinglish-previewmediumcs-fleurs (read CS)UnknownTrelis53ARTPARK-IISc/whisper-large-v3-vaani-hindi10.19
resilientai-team-mcte-mistral-voxtral-realtime-gptq-marlinmediumFLEURS (`google/fleurs`)voxtral-mini-4b-realtime-2602JaynadTodkarAmol54mistralai/Voxtral-Mini-4B-Realtime-260210
stt_tl_fastconformer_hybrid_largelowUnknownUnknownNCSpeech55—9.34
moonshine-tiny-ko-gguflowUnknownmoonshine-tiny-kohandy-computer56UsefulSensors/moonshine-tiny-ko8.97
parakeet-tdt-0.6b-v3-fr-tv-mediamedium**Fleurs (FR)**parakeet-tdt-0-6b-v3Archime57nvidia/parakeet-tdt-0.6b-v38.71
canary-1b-v2-gguflowUnknownUnknownhandy-computer58nvidia/canary-1b-v28.4
canary-1b-v2lowUnknownUnknownnvidia59nvidia/canary-1b-v28.4
canary-1b-v2-gguflowUnknownUnknownmemoravox60nvidia/canary-1b-v28.4
taramedium[Code-Switch FLEURS hi-en](https://huggingface.co/datasets/Trelis/cs-fleurs-hineng-read-test) (read CS)UnknownTrelis61—8.37
Breeze-ASR-25-gguflowUnknownUnknownhandy-computer62MediaTek-Research/Breeze-ASR-258.12
gemma-4-26B-A4B-itmediumFLEURS (lower is better)gemma-4-26b-a4bgoogle63google/gemma-4-26B-A4B8
gemma-4-31B-itmediumFLEURS (lower is better)gemma-4-31bgoogle64google/gemma-4-31B8
gemma-4-E4B-itmediumFLEURS (lower is better)gemma-4-e4bgoogle65google/gemma-4-E4B8
gemma-4-E2B-itmediumFLEURS (lower is better)gemma-4-e2bgoogle66google/gemma-4-E2B8
gemma-4-12B-itmediumFLEURS (lower is better)gemma-4-12bgoogle67google/gemma-4-12B8
gemma-4-31B-it-qat-w4a16-ctmediumFLEURS (lower is better)gemma-4-31b-it-qat-q4-0-unquantizedgoogle68google/gemma-4-31B-it-qat-q4_0-unquantized8
gemma-4-12B-it-qat-w4a16-ctmediumFLEURS (lower is better)gemma-4-12b-it-qat-q4-0-unquantizedgoogle69google/gemma-4-12B-it-qat-q4_0-unquantized8
gemma-4-31B-it-assistantmediumFLEURS (lower is better)gemma-4-31b-it-assistantgoogle70google/gemma-4-31B-it-assistant8
gemma-4-26B-A4B-it-GGUFmediumFLEURS (lower is better)gemma-4-26b-a4b-itunsloth71google/gemma-4-26B-A4B-it8
gemma-4-26B-A4BmediumFLEURS (lower is better)gemma-4-26b-a4bgoogle72google/gemma-4-26B-A4B8
gemma-4-31BmediumFLEURS (lower is better)gemma-4-31bgoogle73google/gemma-4-31B8
gemma-4-12b-it-GGUFmediumFLEURS (lower is better)gemma-4-12b-itunsloth74google/gemma-4-12B-it8
gemma-4-12B-it-qat-q4_0-unquantizedmediumFLEURS (lower is better)gemma-4-12b-itgoogle75google/gemma-4-12B-it8
gemma-4-31B-it-GGUFmediumFLEURS (lower is better)gemma-4-31b-itunsloth76google/gemma-4-31B-it8
gemma-4-E4B-it-GGUFmediumFLEURS (lower is better)gemma-4-e4b-itunsloth77google/gemma-4-E4B-it8
gemma-4-E2B-it-qat-w4a16-ctmediumFLEURS (lower is better)gemma-4-e2b-it-qat-q4-0-unquantizedgoogle78google/gemma-4-E2B-it-qat-q4_0-unquantized8
gemma-4-26B-A4B-it-qat-GGUFmediumFLEURS (lower is better)gemma-4-26b-a4b-it-qat-q4-0-unquantizedunsloth79google/gemma-4-26B-A4B-it-qat-q4_0-unquantized8
gemma-4-E4B-it-unsloth-bnb-4bitmediumFLEURS (lower is better)gemma-4-e4b-itunsloth80google/gemma-4-E4B-it8
gemma-4-E2B-it-GGUFmediumFLEURS (lower is better)gemma-4-e2bunsloth81google/gemma-4-E2B-it8
gemma-4-E4B-it-qat-w4a16-ctmediumFLEURS (lower is better)gemma-4-e4b-it-qat-q4-0-unquantizedgoogle82google/gemma-4-E4B-it-qat-q4_0-unquantized8
gemma-4-31B-it-unsloth-bnb-4bitmediumFLEURS (lower is better)gemma-4-31b-itunsloth83google/gemma-4-31B-it8
gemma-4-31B-it-qat-GGUFmediumFLEURS (lower is better)gemma-4-31b-it-qat-q4-0-unquantizedunsloth84google/gemma-4-31B-it-qat-q4_0-unquantized8
gemma-4-12BmediumFLEURS (lower is better)gemma-4-12bgoogle85google/gemma-4-12B8
gemma-4-E4B-it-qat-GGUFmediumFLEURS (lower is better)gemma-4-e4b-it-qat-q4-0-unquantizedunsloth86google/gemma-4-E4B-it-qat-q4_0-unquantized8
gemma-4-26B-A4B-it-assistantmediumFLEURS (lower is better)gemma-4-26b-a4b-it-assistantgoogle87google/gemma-4-26B-A4B-it-assistant8
gemma-4-12B-it-qat-GGUFmediumFLEURS (lower is better)gemma-4-12b-it-qat-q4-0-unquantizedunsloth88google/gemma-4-12B-it-qat-q4_0-unquantized8
gemma-4-12B-it-qat-q4_0-ggufmediumFLEURS (lower is better)gemma-4-12b-it-qat-q4-0-unquantizedgoogle89google/gemma-4-12B-it-qat-q4_0-unquantized8
gemma-4-E4BmediumFLEURS (lower is better)gemma-4-e4bgoogle90google/gemma-4-E4B8
gemma-4-E4B-it-qat-q4_0-ggufmediumFLEURS (lower is better)gemma-4-e4b-it-qat-q4-0-unquantizedgoogle91google/gemma-4-E4B-it-qat-q4_0-unquantized8
gemma-4-E2B-it-qat-q4_0-ggufmediumFLEURS (lower is better)gemma-4-e2b-it-qat-q4-0-unquantizedgoogle92google/gemma-4-E2B-it-qat-q4_0-unquantized8
gemma-4-12B-it-assistantmediumFLEURS (lower is better)gemma-4-12b-it-assistantgoogle93google/gemma-4-12B-it-assistant8
gemma-4-E4B-itmediumFLEURS (lower is better)gemma-4-e4b-itunsloth94google/gemma-4-E4B-it8
gemma-4-12b-itmediumFLEURS (lower is better)gemma-4-12b-itunsloth95google/gemma-4-12B-it8
gemma-4-E2B-it-qat-GGUFmediumFLEURS (lower is better)gemma-4-e2b-it-qat-q4-0-unquantizedunsloth96google/gemma-4-E2B-it-qat-q4_0-unquantized8
gemma-4-12B-it-qat-q4_0-unquantized-assistantmediumFLEURS (lower is better)gemma-4-12b-it-assistantgoogle97google/gemma-4-12B-it-assistant8
gemma-4-26B-A4B-it-qat-q4_0-ggufmediumFLEURS (lower is better)gemma-4-26b-a4b-it-qat-q4-0-unquantizedgoogle98google/gemma-4-26B-A4B-it-qat-q4_0-unquantized8
gemma-4-E2BmediumFLEURS (lower is better)gemma-4-e2bgoogle99google/gemma-4-E2B8
gemma-4-26B-A4B-it-NVFP4mediumFLEURS (lower is better)gemma-4-26b-a4b-itunsloth100google/gemma-4-26B-A4B-it8
gemma-4-E2B-it-unsloth-bnb-4bitmediumFLEURS (lower is better)gemma-4-e2bunsloth101google/gemma-4-E2B-it8
gemma-4-31B-it-qat-q4_0-ggufmediumFLEURS (lower is better)gemma-4-31b-it-qat-q4-0-unquantizedgoogle102google/gemma-4-31B-it-qat-q4_0-unquantized8
gemma-4-E2B-itmediumFLEURS (lower is better)gemma-4-e2bunsloth103google/gemma-4-E2B-it8
gemma-4-31B-it-qat-w4a16mediumFLEURS (lower is better)gemma-4-31b-it-qat-q4-0-unquantizedunsloth104google/gemma-4-31B-it-qat-q4_0-unquantized8
gemma-4-E2B-it-assistantmediumFLEURS (lower is better)gemma-4-e2b-it-assistantgoogle105google/gemma-4-E2B-it-assistant8
gemma-4-E4B-it-assistantmediumFLEURS (lower is better)gemma-4-e4b-it-assistantgoogle106google/gemma-4-E4B-it-assistant8
gemma-4-26B-A4B-itmediumFLEURS (lower is better)gemma-4-26b-a4b-itunsloth107google/gemma-4-26B-A4B-it8
gemma-4-E2B-it-qat-mobile-ctmediumFLEURS (lower is better)gemma-4-e2b-it-qat-mobile-transformersgoogle108google/gemma-4-E2B-it-qat-mobile-transformers8
gemma-4-E2B-it-qat-mobile-GGUFmediumFLEURS (lower is better)gemma-4-e2b-it-qat-mobile-transformersunsloth109google/gemma-4-E2B-it-qat-mobile-transformers8
gemma-4-26B-A4B-it-qat-q4_0-unquantizedmediumFLEURS (lower is better)gemma-4-26b-a4b-itgoogle110google/gemma-4-26B-A4B-it8
gemma-4-E2B-it-qat-q4_0-unquantizedmediumFLEURS (lower is better)gemma-4-e2bgoogle111google/gemma-4-E2B-it8
gemma-4-E4B-it-qat-mobile-ctmediumFLEURS (lower is better)gemma-4-e4b-it-qat-mobile-transformersgoogle112google/gemma-4-E4B-it-qat-mobile-transformers8
gemma-4-12b-it-NVFP4mediumFLEURS (lower is better)gemma-4-12b-itunsloth113google/gemma-4-12B-it8
gemma-4-31B-itmediumFLEURS (lower is better)gemma-4-31b-itunsloth114google/gemma-4-31B-it8
gemma-4-E4B-it-qat-mobile-GGUFmediumFLEURS (lower is better)gemma-4-e4b-it-qat-mobile-transformersunsloth115google/gemma-4-E4B-it-qat-mobile-transformers8
gemma-4-31B-it-NVFP4mediumFLEURS (lower is better)gemma-4-31b-itunsloth116google/gemma-4-31B-it8
gemma-4-12bmediumFLEURS (lower is better)gemma-4-12bunsloth117google/gemma-4-12B8
gemma-4-E2B-it-qat-mobile-transformersmediumFLEURS (lower is better)gemma-4-e2bgoogle118google/gemma-4-E2B-it8
gemma-4-E4B-it-qat-mobile-transformersmediumFLEURS (lower is better)gemma-4-e4b-itgoogle119google/gemma-4-E4B-it8
gemma-4-31B-it-qat-q4_0-unquantized-assistantmediumFLEURS (lower is better)gemma-4-31b-it-assistantgoogle120google/gemma-4-31B-it-assistant8
gemma-4-E4B-it-qat-q4_0-unquantizedmediumFLEURS (lower is better)gemma-4-e4b-itgoogle121google/gemma-4-E4B-it8
gemma-4-26B-A4B-it-qat-q4_0-unquantized-assistantmediumFLEURS (lower is better)gemma-4-26b-a4b-it-assistantgoogle122google/gemma-4-26B-A4B-it-assistant8
gemma-4-31B-it-qat-q4_0-unquantizedmediumFLEURS (lower is better)gemma-4-31b-itgoogle123google/gemma-4-31B-it8
gemma-4-E4B-it-NVFP4mediumFLEURS (lower is better)gemma-4-e4b-itunsloth124google/gemma-4-E4B-it8
gemma-4-E2B-it-qat-q4_0-unquantized-assistantmediumFLEURS (lower is better)gemma-4-e2b-it-assistantgoogle125google/gemma-4-E2B-it-assistant8
gemma-4-E4B-it-qat-q4_0-unquantized-assistantmediumFLEURS (lower is better)gemma-4-e4b-it-assistantgoogle126google/gemma-4-E4B-it-assistant8
gemma-4-12B-it-qat-q4_0-unquantizedmediumFLEURS (lower is better)gemma-4-12b-itunsloth127google/gemma-4-12B-it8
gemma-4-E2BmediumFLEURS (lower is better)gemma-4-e2bunsloth128google/gemma-4-E2B8
gemma-4-E2B-it-qat-q4_0-unquantizedmediumFLEURS (lower is better)gemma-4-e2bunsloth129google/gemma-4-E2B-it8
gemma-4-E2B-it-NVFP4mediumFLEURS (lower is better)gemma-4-e2bunsloth130google/gemma-4-E2B-it8
gemma-4-12B-it-qat-w4a16mediumFLEURS (lower is better)gemma-4-12b-it-qat-q4-0-unquantizedunsloth131google/gemma-4-12B-it-qat-q4_0-unquantized8
gemma-4-26B-A4B-it-qat-q4_0-unquantizedmediumFLEURS (lower is better)gemma-4-26b-a4b-itunsloth132google/gemma-4-26B-A4B-it8
gemma-4-12B-it-GGUFmediumFLEURS (lower is better)gemma-4-12bMungert133google/gemma-4-12B8
gemma-4-E4B-it-qat-w4a16mediumFLEURS (lower is better)gemma-4-e4b-it-qat-q4-0-unquantizedunsloth134google/gemma-4-E4B-it-qat-q4_0-unquantized8
gemma-4-26b-a4b-it-UD-MLX-4bitmediumFLEURS (lower is better)gemma-4-26b-a4b-itunsloth135google/gemma-4-26B-A4B-it8
gemma-4-26B-A4BmediumFLEURS (lower is better)gemma-4-26b-a4bunsloth136google/gemma-4-26B-A4B8
gemma-4-31B-it-qat-q4_0-unquantizedmediumFLEURS (lower is better)gemma-4-31b-itunsloth137google/gemma-4-31B-it8
gemma-4-E2B-it-qat-w4a16mediumFLEURS (lower is better)gemma-4-e2b-it-qat-q4-0-unquantizedunsloth138google/gemma-4-E2B-it-qat-q4_0-unquantized8
gemma-4-E4BmediumFLEURS (lower is better)gemma-4-e4bunsloth139google/gemma-4-E4B8
gemma-4-E4B-it-qat-q4_0-unquantizedmediumFLEURS (lower is better)gemma-4-e4b-itunsloth140google/gemma-4-E4B-it8
gemma-4-31BmediumFLEURS (lower is better)gemma-4-31bunsloth141google/gemma-4-31B8
gemma-4-E4B-it-UD-MLX-4bitmediumFLEURS (lower is better)gemma-4-e4b-itunsloth142google/gemma-4-E4B-it8
gemma-4-E2B-it-UD-MLX-4bitmediumFLEURS (lower is better)gemma-4-e2bunsloth143google/gemma-4-E2B-it8
gemma-4-31b-it-MLX-8bitmediumFLEURS (lower is better)gemma-4-31b-itunsloth144google/gemma-4-31B-it8
gemma-4-26b-a4b-it-MLX-8bitmediumFLEURS (lower is better)gemma-4-26b-a4b-itunsloth145google/gemma-4-26B-A4B-it8
gemma-4-31B-it-GGUFmediumFLEURS (lower is better)gemma-4-31bMungert146google/gemma-4-31B8
gemma-4-E2B-it-qat-mobilemediumFLEURS (lower is better)gemma-4-e2b-it-qat-q4-0-unquantizedunsloth147google/gemma-4-E2B-it-qat-q4_0-unquantized8
gemma-4-E4B-it-MLX-8bitmediumFLEURS (lower is better)gemma-4-e4b-itunsloth148google/gemma-4-E4B-it8
gemma-4-31b-it-UD-MLX-4bitmediumFLEURS (lower is better)gemma-4-31b-itunsloth149google/gemma-4-31B-it8
gemma-4-E4B-it-GGUFmediumFLEURS (lower is better)gemma-4-e4bMungert150google/gemma-4-E4B8
gemma-4-E2B-it-GGUFmediumFLEURS (lower is better)gemma-4-e2bMungert151google/gemma-4-E2B8
gemma-4-E2B-it-MLX-8bitmediumFLEURS (lower is better)gemma-4-e2bunsloth152google/gemma-4-E2B-it8
gemma-4-26b-a4b-it-UD-MLX-3bitmediumFLEURS (lower is better)gemma-4-26b-a4b-itunsloth153google/gemma-4-26B-A4B-it8
moonshine-base-ko-gguflowUnknownUnknownhandy-computer154UsefulSensors/moonshine-base-ko8
gemma-4-E4B-it-qat-mobilemediumFLEURS (lower is better)gemma-4-e4b-it-qat-q4-0-unquantizedunsloth155google/gemma-4-E4B-it-qat-q4_0-unquantized8
gemma-4-31b-it-UD-MLX-3bitmediumFLEURS (lower is better)gemma-4-31b-itunsloth156google/gemma-4-31B-it8
VibeVoice-ASR-BitNetmediumFleurs-zhvibevoice-asr-bitnetmicrosoft157microsoft/VibeVoice-ASR-BitNet7.92
parakeet-tdt-0.6b-v3-fr-tv-mediamedium**Fleurs (EN)**parakeet-tdt-0-6b-v3Archime158nvidia/parakeet-tdt-0.6b-v37.53
nemotron-3.5-asr-streaming-0.6b-onnx-int4highUnknownnemotron-3-5-asr-streaming-0-6bonnx-community159nvidia/nemotron-3.5-asr-streaming-0.6b7.28
w2v-bert-punjabimediumUnknownUnknownkdcyberdude160—6.96
whisper-hinglish-previewmediumFLEURS-enUnknownTrelis161ARTPARK-IISc/whisper-large-v3-vaani-hindi6.93
parakeet-ctc-0.6b-VietnameselowUnknownUnknownnvidia162nvidia/parakeet-ctc-0.6b-Vietnamese6.86
swecha-gonthuka-asrmediumFLEURS (te_in)Unknownswechatelangana163Harveenchadha/wav2vec2-pretrained-clsril-23-10k6.32
Whisper-Large-v3-Turbo-CoreMLmedium`fleurs-fr_fr`whisper-large-v3-turboaufklarer164openai/whisper-large-v3-turbo6.28
Fun-ASR-MLT-Nano-2512-ggufmediumFleurs-enUnknownhandy-computer165FunAudioLLM/Fun-ASR-MLT-Nano-25125.78
Fun-ASR-Nano-2512-ggufmediumFleurs-enUnknownhandy-computer166FunAudioLLM/Fun-ASR-Nano-25125.78
Fun-ASR-Nano-2512mediumFleurs-enUnknownFunAudioLLM167FunAudioLLM/Fun-ASR-Nano-25125.78
Fun-ASR-MLT-Nano-2512mediumFleurs-enUnknownFunAudioLLM168FunAudioLLM/Fun-ASR-MLT-Nano-25125.78
Phi-4-multimodal-instructlowfleurs-ko2en-cot | fleurs-en2ko-cotphi-4-multimodal-instructmicrosoft169microsoft/Phi-4-multimodal-instruct5.63
Phi-4-multimodal-instructlowfleurs-ko2en-cot | fleurs-en2ko-cotphi-4-multimodal-instructLexius170microsoft/Phi-4-multimodal-instruct5.63
Whisper-Large-v3-Turbo-CoreMLmedium`fleurs-en_us`whisper-large-v3-turboaufklarer171openai/whisper-large-v3-turbo5.55
thewhisper-large-v3-turbomedium**FLEURS FR**whisper-large-v3-turboTheStageAI172openai/whisper-large-v3-turbo5.18
cohere-transcribe-arabic-07-2026-MLX-Mixed-2bit3bit4bitmediumFLEURS ar_eg testcohere-transcribe-arabic-07-2026MarkChen1214173CohereLabs/cohere-transcribe-arabic-07-20265.09
thewhisper-large-v3-turbomedium**FLEURS PT**whisper-large-v3-turboTheStageAI174openai/whisper-large-v3-turbo4.81
VibeVoice-ASR-BitNetmediumFleurs-envibevoice-asr-bitnetmicrosoft175microsoft/VibeVoice-ASR-BitNet4.73
thewhisper-large-v3-turbomedium**FLEURS DE**whisper-large-v3-turboTheStageAI176openai/whisper-large-v3-turbo4.62
taramedium[FLEURS-en](https://huggingface.co/datasets/Trelis/fleurs-en-test)UnknownTrelis177—4.55
Fun-ASR-MLT-Nano-2512-ggufmediumFleurs-zhUnknownhandy-computer178FunAudioLLM/Fun-ASR-MLT-Nano-25123.65
Fun-ASR-Nano-2512-ggufmediumFleurs-zhUnknownhandy-computer179FunAudioLLM/Fun-ASR-Nano-25123.65
Fun-ASR-Nano-2512mediumFleurs-zhUnknownFunAudioLLM180FunAudioLLM/Fun-ASR-Nano-25123.65
Fun-ASR-MLT-Nano-2512mediumFleurs-zhUnknownFunAudioLLM181FunAudioLLM/Fun-ASR-MLT-Nano-25123.65
thewhisper-large-v3-turbomedium**FLEURS ES**whisper-large-v3-turboTheStageAI182openai/whisper-large-v3-turbo3.25
thewhisper-large-v3-turbomedium**FLEURS IT**whisper-large-v3-turboTheStageAI183openai/whisper-large-v3-turbo3.21
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benchmarks/wer-fleurs.html