model_id string | kind string | submitter string | date timestamp[s] | per_language unknown | overall_wer float64 | overall_cer float64 | benchmark_version string | eval_n int64 | params_m int64 | arch string | family string | scope string | decode_protocol string | display_name string | source string | source_url string | eval_langs int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
openai/whisper-tiny | offline | baseline | 2026-06-18T00:00:00 | {
"amu": {
"n": 10,
"wer": 385.31,
"cer": 248.42
},
"chq": {
"n": 10,
"wer": 184.43,
"cer": 176.97
},
"mig": {
"n": 10,
"wer": 169.94,
"cer": 174.5
},
"ncf": {
"n": 10,
"wer": 150.21,
"cer": 137.58
},
"nhg": {
"n": 10,
"wer": 286.73,
"cer": 1... | 252.17 | 188.22 | 4d8f1a7cabb0f37c | 240 | 39 | enc-dec transformer | Whisper | multilingual (99) | null | null | null | null | null |
openai/whisper-base | offline | baseline | 2026-06-18T00:00:00 | {
"amu": {
"n": 10,
"wer": 395.74,
"cer": 203.57
},
"chq": {
"n": 10,
"wer": 257.76,
"cer": 266.99
},
"mig": {
"n": 10,
"wer": 231.24,
"cer": 201.47
},
"ncf": {
"n": 10,
"wer": 197.77,
"cer": 148.42
},
"nhg": {
"n": 10,
"wer": 253.27,
"cer": ... | 262.07 | 192.55 | 4d8f1a7cabb0f37c | 240 | 74 | enc-dec transformer | Whisper | multilingual (99) | null | null | null | null | null |
openai/whisper-small | offline | baseline | 2026-06-18T00:00:00 | {
"amu": {
"n": 10,
"wer": 287.11,
"cer": 123.03
},
"chq": {
"n": 10,
"wer": 148.92,
"cer": 119.55
},
"mig": {
"n": 10,
"wer": 309.33,
"cer": 201.82
},
"ncf": {
"n": 10,
"wer": 325.88,
"cer": 276.7
},
"nhg": {
"n": 10,
"wer": 238.63,
"cer": 1... | 231.31 | 151.44 | 4d8f1a7cabb0f37c | 240 | 244 | enc-dec transformer | Whisper | multilingual (99) | null | null | null | null | null |
openai/whisper-medium | offline | baseline | 2026-06-18T00:00:00 | {
"amu": {
"n": 10,
"wer": 472.76,
"cer": 245
},
"chq": {
"n": 10,
"wer": 242.24,
"cer": 215.21
},
"mig": {
"n": 10,
"wer": 424.07,
"cer": 279.9
},
"ncf": {
"n": 10,
"wer": 289.69,
"cer": 232.59
},
"nhg": {
"n": 10,
"wer": 356.88,
"cer": 201.... | 323.17 | 218.63 | 4d8f1a7cabb0f37c | 240 | 769 | enc-dec transformer | Whisper | multilingual (99) | null | null | null | null | null |
distil-whisper/distil-large-v3 | offline | baseline | 2026-06-18T00:00:00 | {
"amu": {
"n": 10,
"wer": 103.81,
"cer": 74.51
},
"chq": {
"n": 10,
"wer": 99.43,
"cer": 72.21
},
"mig": {
"n": 10,
"wer": 107.07,
"cer": 77.31
},
"ncf": {
"n": 10,
"wer": 106.32,
"cer": 75.34
},
"nhg": {
"n": 10,
"wer": 125.37,
"cer": 73.76... | 106.21 | 74.31 | 4d8f1a7cabb0f37c | 240 | 756 | distilled enc-dec | Distil-Whisper | English-distilled | null | null | null | null | null |
openai/whisper-large-v3-turbo | offline | baseline | 2026-06-18T00:00:00 | {
"amu": {
"n": 10,
"wer": 359.3,
"cer": 201.74
},
"chq": {
"n": 10,
"wer": 345.24,
"cer": 294.47
},
"mig": {
"n": 10,
"wer": 656.88,
"cer": 536
},
"ncf": {
"n": 10,
"wer": 358.18,
"cer": 305.65
},
"nhg": {
"n": 10,
"wer": 221.95,
"cer": 117.... | 401.46 | 265.18 | 4d8f1a7cabb0f37c | 240 | 809 | enc-dec transformer | Whisper | multilingual (99) | null | null | null | null | null |
openai/whisper-large-v2 | offline | baseline | 2026-06-18T00:00:00 | {
"amu": {
"n": 10,
"wer": 202.58,
"cer": 118.82
},
"chq": {
"n": 10,
"wer": 248.13,
"cer": 219.88
},
"mig": {
"n": 10,
"wer": 228.09,
"cer": 169.32
},
"ncf": {
"n": 10,
"wer": 153.4,
"cer": 121.18
},
"nhg": {
"n": 10,
"wer": 219.02,
"cer": 1... | 174.72 | 126.62 | 4d8f1a7cabb0f37c | 240 | 1,550 | enc-dec transformer | Whisper | multilingual (99) | null | null | null | null | null |
openai/whisper-large-v3 | offline | baseline | 2026-06-18T00:00:00 | {
"amu": {
"n": 10,
"wer": 138.79,
"cer": 110.37
},
"chq": {
"n": 10,
"wer": 119.03,
"cer": 129.57
},
"mig": {
"n": 10,
"wer": 240.57,
"cer": 197.97
},
"ncf": {
"n": 10,
"wer": 179.97,
"cer": 139.45
},
"nhg": {
"n": 10,
"wer": 205.56,
"cer": ... | 190.98 | 140.59 | 4d8f1a7cabb0f37c | 240 | 1,550 | enc-dec transformer | Whisper | multilingual (99) | null | null | null | null | null |
nyrahealth/CrisperWhisper | offline | baseline | 2026-06-18T00:00:00 | {
"amu": {
"n": 10,
"wer": 256.73,
"cer": 159.6
},
"chq": {
"n": 10,
"wer": 175.42,
"cer": 162.01
},
"mig": {
"n": 10,
"wer": 164.64,
"cer": 117.33
},
"ncf": {
"n": 10,
"wer": 194.47,
"cer": 177
},
"nhg": {
"n": 10,
"wer": 260,
"cer": 148.37
... | 194.73 | 133.36 | 4d8f1a7cabb0f37c | 240 | 1,550 | enc-dec transformer | Whisper-ft | EN/DE verbatim | null | null | null | null | null |
nvidia/parakeet-tdt-0.6b-v2 | offline | baseline | 2026-06-18T00:00:00 | {
"amu": {
"n": 10,
"wer": 99.1,
"cer": 77.53
},
"chq": {
"n": 10,
"wer": 98.36,
"cer": 86.68
},
"mig": {
"n": 10,
"wer": 109.63,
"cer": 69.53
},
"ncf": {
"n": 10,
"wer": 94.69,
"cer": 71.84
},
"nhg": {
"n": 10,
"wer": 99.51,
"cer": 83.89
}... | 98.79 | 79.13 | 4d8f1a7cabb0f37c | 240 | 600 | FastConformer TDT | Parakeet | English | null | null | null | null | null |
facebook/mms-1b-all | offline | baseline | 2026-06-18T00:00:00 | {
"amu": {
"n": 10,
"wer": 100,
"cer": 100
},
"chq": {
"n": 10,
"wer": 100,
"cer": 100
},
"mig": {
"n": 10,
"wer": 100,
"cer": 100
},
"ncf": {
"n": 10,
"wer": 100,
"cer": 100
},
"nhg": {
"n": 10,
"wer": 100,
"cer": 100
},
"nhn": {
"n"... | 99.34 | 99.28 | 4d8f1a7cabb0f37c | 240 | 1,000 | wav2vec2 CTC + adapters | MMS | multilingual (1162) | null | null | null | null | null |
nvidia/canary-1b-v2 | offline | baseline | 2026-06-18T00:00:00 | {
"amu": {
"n": 10,
"wer": 296.52,
"cer": 199.55
},
"chq": {
"n": 10,
"wer": 222.59,
"cer": 181.89
},
"mig": {
"n": 10,
"wer": 410.61,
"cer": 267.67
},
"ncf": {
"n": 10,
"wer": 212.54,
"cer": 160.71
},
"nhg": {
"n": 10,
"wer": 281.95,
"cer": ... | 245.25 | 161.31 | 4d8f1a7cabb0f37c | 240 | 1,000 | FastConformer enc-dec | Canary | multilingual (25) | null | null | null | null | null |
ibm-granite/granite-speech-4.1-2b | offline | baseline | 2026-06-18T00:00:00 | {
"amu": {
"n": 10,
"wer": 237.11,
"cer": 119.74
},
"chq": {
"n": 10,
"wer": 125.37,
"cer": 106.65
},
"mig": {
"n": 10,
"wer": 173.08,
"cer": 120.7
},
"ncf": {
"n": 10,
"wer": 140.22,
"cer": 97.15
},
"nhg": {
"n": 10,
"wer": 162.83,
"cer": 88... | 168.77 | 108.26 | 4d8f1a7cabb0f37c | 240 | 2,000 | speech LLM | Granite-Speech | EN+European | null | null | null | null | null |
NeblinIA-Speech (preview-0.3) — whisper-large-v3-turbo+rsLoRA+DoRA r128 (in-domain) + GSPO RL | ours | neblinia | 2026-06-19T00:00:00 | {
"amu": {
"n": 10,
"wer": 51.23,
"cer": 18.23
},
"chq": {
"n": 10,
"wer": 75.76,
"cer": 39.76
},
"mig": {
"n": 10,
"wer": 86.84,
"cer": 44.32
},
"ncf": {
"n": 10,
"wer": 60.68,
"cer": 28.13
},
"nhg": {
"n": 10,
"wer": 74.05,
"cer": 27.92
}... | 66.02 | 28.26 | 4d8f1a7cabb0f37c | 240 | 809 | enc-dec transformer + LoRA + GSPO RL | NeblinIA-Speech | MX indigenous + Spanish (fine-tuned + RL) | faster-whisper parity (beam1, temp-fallback, auto-detect non-Spanish) | NeblinIA-Speech preview-0.3 | offline_eval | null | null |
Thermostatic/neblinia-speech-preview-1.0 | ours | neblinia | 2026-06-22T00:00:00 | {} | 54.4 | 24.2 | mexa-private-5925 | 5,925 | 1,550 | Whisper large-v3 + LoRA SFT | NeblinIA-Speech | MX indigenous + Spanish (open-data SFT) | faster-whisper parity (beam1, temp-fallback) | NeblinIA-Speech preview-1.0 | hf_model_card | https://huggingface.co/Thermostatic/neblinia-speech-preview-1.0 | 24 |
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