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multilingual_evals

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model
stringlengths
19
39
RTFx
float64
-1
2.15k
de_covost
float64
1.99
21.3
de_fleurs
float64
2.3
17
fr_covost
float64
4.02
22.2
fr_mls
float64
2.3
14.1
fr_fleurs
float64
2.86
22.6
it_covost
float64
2.22
17.1
it_mls
float64
4.57
16.2
it_fleurs
float64
0.94
11.4
es_covost
float64
2.07
14.2
es_mls
float64
2.31
14.6
es_fleurs
float64
1.91
11.2
pt_mls
float64
2.7
21.7
pt_fleurs
float64
2.63
23.9
Avg
float64
2.67
14.9
⌀
facebook/omniASR-CTC-300M
954.59
18.99
14.94
21.92
12.97
22.62
15.5
10.84
10.15
14
7.35
11.19
17.27
16.33
14.928462
facebook/omniASR-CTC-300M-v2
967.41
19.46
14.59
22.21
12.97
21.35
15.66
10.73
9.58
13.69
7.27
9.53
15.75
13.68
14.343846
facebook/omniASR-LLM-300M
24.42
10.73
9.16
12.06
7.11
13.5
8.52
7.44
6.33
8.12
5.36
7.63
12.59
11.75
9.253846
facebook/omniASR-LLM-300M-v2
24.45
11.83
8.07
12.74
6.86
11.24
9.25
7.22
5.47
7.57
4.73
5.3
11.49
7.73
8.423077
facebook/omniASR-CTC-1B
562.18
9.49
8.05
13.2
7
12.13
8.15
8.35
5.77
7.58
4.6
7.02
12.2
9.58
8.701538
Qwen/Qwen3-ASR-0.6B
122.18
8.43
5.49
10.85
8.52
7.07
9.19
14.8
4.57
6.56
6.98
4.46
14.05
6.12
8.237692
facebook/omniASR-CTC-1B-v2
566.82
9.81
7.44
13.45
6.96
10.79
8.29
6.55
4.98
7.47
4.2
5.32
11.05
7.22
7.963846
facebook/omniASR-CTC-3B
293.82
7.6
6.14
11
5.57
10.17
6.64
6.15
4.62
6.2
4
6.19
8.91
8.46
7.05
mistralai/Voxtral-Mini-4B-Realtime-2602
28.2
8.08
5.04
9.68
5.64
8.44
6.37
10.46
3.07
5.09
4.9
2.82
8.01
4.58
6.321538
facebook/omniASR-CTC-3B-v2
296.57
7.42
5.13
10.96
5.26
8.78
6.47
5.7
3.42
5.91
3.82
4.04
7.64
5.6
6.165385
facebook/omniASR-LLM-1B
23.91
6.66
6.11
9.03
4.64
9.42
5.6
5.48
4.28
5.46
5.17
5.74
10.66
8.46
6.67
facebook/omniASR-LLM-1B-v2
23.95
7.36
7.17
9.52
4.48
7.37
6.23
5.92
3.52
5.3
3.97
3.83
9.13
5.36
6.089231
facebook/omniASR-CTC-7B
154.59
6.09
5.33
9.11
4.5
8.94
5.13
5.67
4.06
5.27
3.73
5.48
9.15
7.85
6.177692
facebook/omniASR-LLM-3B-v2
22.81
7.25
4.84
10.57
4.36
6.9
7.36
5.75
3.27
5.49
3.56
3.42
9.38
5.07
5.94
facebook/omniASR-CTC-7B-v2
154.7
7.14
4.96
10.23
4.99
7.66
5.76
5.16
3.44
5.67
3.85
3.94
7.64
5.5
5.841538
facebook/omniASR-LLM-3B
23.24
6.07
5.75
8.27
4.33
8.67
4.91
5.34
4.01
5.04
4.05
5.26
11.76
7.88
6.256923
openai/whisper-large-v3-turbo
176.16
8.64
3.78
11.4
4.27
5.04
6.84
6.63
3.28
6.35
3.96
2.7
5.55
3.8
5.556923
Qwen/Qwen3-ASR-1.7B
112.77
4.92
3.33
7.97
5.09
4.17
4.72
9.83
2.28
4.13
4.48
3
8.55
4.02
5.114615
mistralai/Voxtral-Mini-3B-2507
110.57
5.78
3.82
8.07
5
4.33
5.79
8.07
2.25
4.31
4.97
3.47
6.71
3.76
5.102308
nvidia/parakeet-tdt-0.6b-v3
1,719.32
4.13
4.26
6.38
5.12
4.76
3.42
8.54
2.46
3.55
4.41
3.24
7.78
4.53
4.813846
openai/whisper-large-v3
110.92
5.25
3.27
10.18
3.92
4.98
5.31
6.5
2.26
4.47
4.16
2.31
6.39
3.53
4.81
nvidia/canary-1b-v2
634.37
4.73
3.47
6.62
3.44
4.43
4.56
7.72
2.37
3.96
3.15
2.63
8.52
4.14
4.595385
facebook/omniASR-LLM-7B
21.82
5.13
4.04
7.51
3.24
5.64
4.21
4.82
2.38
4.36
3.65
3.19
8.15
4.57
4.683846
speechmatics/enhanced
-1
1.99
3.69
5.99
4.78
4.36
4.04
10.01
2.68
2.07
3.64
2.62
5.18
4.77
4.293846
microsoft/Phi-4-multimodal-instruct
78.17
4.14
3.77
6.93
4.28
4.39
3.29
7.2
1.95
4.01
3.98
3.13
6.88
3.35
4.407692
facebook/omniASR-LLM-7B-v2
21.23
5.38
3.73
7.39
3.3
5.33
4.22
4.77
2.27
4.1
3.26
2.96
6.21
4.15
4.39
assembly/universal-3-pro
-1
2.37
2.32
5.99
2.3
2.93
3.53
6.98
1.3
2.44
2.49
2.09
4.24
3.03
3.231538
mistralai/Voxtral-Small-24B-2507
42.04
3.43
2.59
5.6
3.22
3.57
3.33
6.09
2.31
3.02
3.23
2.86
5.06
3.75
3.696923
elevenlabs/scribe_v2
-1
2.24
2.3
4.45
2.54
2.86
2.22
4.57
0.94
2.51
2.56
1.91
3.02
2.63
2.673077
facebook/omniASR-CTC-300M
954.59
18.99
14.94
21.92
12.97
22.62
15.5
10.84
10.15
14
7.35
11.19
17.27
16.33
14.928462
facebook/omniASR-CTC-300M-v2
967.41
19.46
14.59
22.21
12.97
21.35
15.66
10.73
9.58
13.69
7.27
9.53
15.75
13.68
14.343846
facebook/omniASR-LLM-300M
24.42
10.73
9.16
12.06
7.11
13.5
8.52
7.44
6.33
8.12
5.36
7.63
12.59
11.75
9.253846
facebook/omniASR-LLM-300M-v2
24.45
11.83
8.07
12.74
6.86
11.24
9.25
7.22
5.47
7.57
4.73
5.3
11.49
7.73
8.423077
facebook/omniASR-CTC-1B
562.18
9.49
8.05
13.2
7
12.13
8.15
8.35
5.77
7.58
4.6
7.02
12.2
9.58
8.701538
Qwen/Qwen3-ASR-0.6B
122.18
8.43
5.49
10.85
8.52
7.07
9.19
14.8
4.57
6.56
6.98
4.46
14.05
6.12
8.237692
facebook/omniASR-CTC-1B-v2
566.82
9.81
7.44
13.45
6.96
10.79
8.29
6.55
4.98
7.47
4.2
5.32
11.05
7.22
7.963846
facebook/omniASR-CTC-3B
293.82
7.6
6.14
11
5.57
10.17
6.64
6.15
4.62
6.2
4
6.19
8.91
8.46
7.05
mistralai/Voxtral-Mini-4B-Realtime-2602
28.2
8.08
5.04
9.68
5.64
8.44
6.37
10.46
3.07
5.09
4.9
2.82
8.01
4.58
6.321538
facebook/omniASR-CTC-3B-v2
296.57
7.42
5.13
10.96
5.26
8.78
6.47
5.7
3.42
5.91
3.82
4.04
7.64
5.6
6.165385
facebook/omniASR-LLM-1B
23.91
6.66
6.11
9.03
4.64
9.42
5.6
5.48
4.28
5.46
5.17
5.74
10.66
8.46
6.67
facebook/omniASR-LLM-1B-v2
23.95
7.36
7.17
9.52
4.48
7.37
6.23
5.92
3.52
5.3
3.97
3.83
9.13
5.36
6.089231
facebook/omniASR-CTC-7B
154.59
6.09
5.33
9.11
4.5
8.94
5.13
5.67
4.06
5.27
3.73
5.48
9.15
7.85
6.177692
facebook/omniASR-LLM-3B-v2
22.81
7.25
4.84
10.57
4.36
6.9
7.36
5.75
3.27
5.49
3.56
3.42
9.38
5.07
5.94
facebook/omniASR-CTC-7B-v2
154.7
7.14
4.96
10.23
4.99
7.66
5.76
5.16
3.44
5.67
3.85
3.94
7.64
5.5
5.841538
facebook/omniASR-LLM-3B
23.24
6.07
5.75
8.27
4.33
8.67
4.91
5.34
4.01
5.04
4.05
5.26
11.76
7.88
6.256923
openai/whisper-large-v3-turbo
176.16
8.64
3.78
11.4
4.27
5.04
6.84
6.63
3.28
6.35
3.96
2.7
5.55
3.8
5.556923
Qwen/Qwen3-ASR-1.7B
112.77
4.92
3.33
7.97
5.09
4.17
4.72
9.83
2.28
4.13
4.48
3
8.55
4.02
5.114615
mistralai/Voxtral-Mini-3B-2507
110.57
5.78
3.82
8.07
5
4.33
5.79
8.07
2.25
4.31
4.97
3.47
6.71
3.76
5.102308
nvidia/parakeet-tdt-0.6b-v3
1,719.32
4.13
4.26
6.38
5.12
4.76
3.42
8.54
2.46
3.55
4.41
3.24
7.78
4.53
4.813846
openai/whisper-large-v3
110.92
5.25
3.27
10.18
3.92
4.98
5.31
6.5
2.26
4.47
4.16
2.31
6.39
3.53
4.81
nvidia/canary-1b-v2
634.37
4.73
3.47
6.62
3.44
4.43
4.56
7.72
2.37
3.96
3.15
2.63
8.52
4.14
4.595385
facebook/omniASR-LLM-7B
21.82
5.13
4.04
7.51
3.24
5.64
4.21
4.82
2.38
4.36
3.65
3.19
8.15
4.57
4.683846
speechmatics/enhanced
-1
1.99
3.69
5.99
4.78
4.36
4.04
10.01
2.68
2.07
3.64
2.62
5.18
4.77
4.293846
microsoft/Phi-4-multimodal-instruct
78.17
4.14
3.77
6.93
4.28
4.39
3.29
7.2
1.95
4.01
3.98
3.13
6.88
3.35
4.407692
facebook/omniASR-LLM-7B-v2
21.23
5.38
3.73
7.39
3.3
5.33
4.22
4.77
2.27
4.1
3.26
2.96
6.21
4.15
4.39
assembly/universal-3-pro
-1
2.37
2.32
5.99
2.3
2.93
3.53
6.98
1.3
2.44
2.49
2.09
4.24
3.03
3.231538
mistralai/Voxtral-Small-24B-2507
42.04
3.43
2.59
5.6
3.22
3.57
3.33
6.09
2.31
3.02
3.23
2.86
5.06
3.75
3.696923
elevenlabs/scribe_v2
-1
2.24
2.3
4.45
2.54
2.86
2.22
4.57
0.94
2.51
2.56
1.91
3.02
2.63
2.673077
CohereLabs/cohere-transcribe-03-2026
491.36
3.53
4.16
4.96
2.39
4.8
2.65
4.92
2.76
2.68
2.31
3.44
6.62
4.58
3.83
nvidia/canary-1b-v2
630.22
5.54
4.37
6.28
3.38
4.93
4.8
9.11
3.08
3.8
2.96
2.9
8.1
4.37
null
elevenlabs/scribe_v1
-1
3.34
4.72
4.57
10.36
4.87
2.47
15.99
2.47
2.31
13.8
3.19
14.52
4.22
null
nvidia/parakeet-tdt-0.6b-v3
2,154.22
4.8
5.01
6.03
4.94
5.16
3.65
10.12
2.96
3.41
4.31
3.43
7.11
4.78
null
openai/whisper-large-v3-turbo
188.6
6.99
4.72
11.62
4.17
5.23
6.04
7.87
3.66
4.92
3.39
2.99
5.19
3.89
null
openai/whisper-large-v3
126.16
5.81
4.13
10.75
3.87
5.16
5.21
7.62
2.6
4.32
3.03
2.62
5.09
3.68
null
mistralai/Voxtral-Mini-3B-2507
58.93
6.09
4.62
7.51
5.75
4.63
5.8
9.36
2.49
4.23
3.85
3.34
5.87
3.74
null
microsoft/Phi-4-multimodal-instruct
25.12
4.62
4.37
6.61
4.13
4.64
3.42
8.51
2.48
3.81
3.72
3.23
6.31
4
null
assemblyai/universal-3-pro
-1
3.55
3.17
7.07
2.58
3.27
4.42
8.22
1.71
2.83
2.62
2.34
4.37
3.31
null
Qwen/Qwen3-ASR-0.6B
130.04
9.36
6.6
10.72
8.35
7.7
9.57
16.23
5.08
6.35
6.72
4.65
13.49
6.32
null
Qwen/Qwen3-ASR-1.7B
121.47
5.68
4.07
8.17
4.96
4.48
5
11.22
2.63
3.98
4.29
3.15
8.14
4.23
null
nvidia/canary-1b-v2
630.22
5.54
4.37
6.28
3.38
4.93
4.8
9.11
3.08
3.8
2.96
2.9
8.1
4.37
null
elevenlabs/scribe_v1
-1
3.34
4.72
4.57
10.36
4.87
2.47
15.99
2.47
2.31
13.8
3.19
14.52
4.22
null
nvidia/parakeet-tdt-0.6b-v3
2,154.22
4.8
5.01
6.03
4.94
5.16
3.65
10.12
2.96
3.41
4.31
3.43
7.11
4.78
null
openai/whisper-large-v3-turbo
188.6
6.99
4.72
11.62
4.17
5.23
6.04
7.87
3.66
4.92
3.39
2.99
5.19
3.89
null
openai/whisper-large-v3
126.16
5.81
4.13
10.75
3.87
5.16
5.21
7.62
2.6
4.32
3.03
2.62
5.09
3.68
null
mistralai/Voxtral-Mini-3B-2507
58.93
6.09
4.62
7.51
5.75
4.63
5.8
9.36
2.49
4.23
3.85
3.34
5.87
3.74
null
microsoft/Phi-4-multimodal-instruct
25.12
4.62
4.37
6.61
4.13
4.64
3.42
8.51
2.48
3.81
3.72
3.23
6.31
4
null
assemblyai/universal-3-pro
-1
3.55
3.17
7.07
2.58
3.27
4.42
8.22
1.71
2.83
2.62
2.34
4.37
3.31
null
Qwen/Qwen3-ASR-0.6B
130.04
9.36
6.6
10.72
8.35
7.7
9.57
16.23
5.08
6.35
6.72
4.65
13.49
6.32
null
Qwen/Qwen3-ASR-1.7B
121.47
5.68
4.07
8.17
4.96
4.48
5
11.22
2.63
3.98
4.29
3.15
8.14
4.23
null
facebook/omniASR-CTC-300M-v2
944.38
21.25
16.64
21.98
13.07
21.64
17.05
13.44
10.82
13.88
7.15
9.9
15.5
13.74
null
facebook/omniASR-CTC-300M
947.27
20.79
16.99
21.82
13.11
22.32
16.9
13.58
11.42
14.22
7.27
10.7
16.13
14.72
null
facebook/omniASR-CTC-1B-v2
554.53
11.04
8.56
13.25
7.05
11.11
9.03
8.38
5.71
7.44
4.16
5.54
9.44
7.49
null
facebook/omniASR-CTC-1B
557.1
10.72
9.28
12.97
7.01
11.72
8.88
10.15
6.68
7.5
4.25
6.39
10.05
8.15
null
facebook/omniASR-CTC-3B-v2
292.54
8.46
6.21
10.76
5.27
8.72
6.93
7.25
4
5.83
3.51
4.32
6.91
5.89
null
facebook/omniASR-CTC-3B
292.1
8.69
7.26
10.83
5.55
9.61
7.18
7.72
5.26
6.13
3.64
5.45
7.95
7
null
facebook/omniASR-CTC-7B-v2
154.2
8.1
5.97
10.01
5
8.05
6.18
6.78
3.97
5.52
3.39
4.25
6.58
5.62
null
facebook/omniASR-CTC-7B
154.09
7.01
6.33
8.91
4.47
8.39
5.59
7.21
4.52
5.14
3.24
4.69
7.67
6.28
null
facebook/omniASR-LLM-300M-v2
25.33
12.95
9.62
12.52
6.74
11.54
9.75
8.35
6.35
7.5
4.29
5.7
10.61
7.99
null
facebook/omniASR-LLM-300M
26.21
11.98
10.72
11.78
7
12.96
9.09
8.67
6.9
8.11
4.71
7.06
11.32
10.45
null
facebook/omniASR-LLM-1B-v2
25.38
8.31
8.22
9.25
4.38
7.65
6.51
6.74
3.84
5.16
3.41
4.02
7.96
5.58
null
facebook/omniASR-LLM-1B
25.49
7.64
7.17
8.79
4.59
8.83
5.95
6.78
4.73
5.33
3.38
4.99
8.8
7.01
null
facebook/omniASR-LLM-3B-v2
24.43
8.07
6.06
10.08
4.23
7.16
7.74
6.36
3.87
5.39
3.05
3.68
8.28
5.46
null
facebook/omniASR-LLM-3B
23.77
7.01
6.81
8.02
4.26
8.11
5.24
6.19
4.32
4.93
3.19
4.45
10
6.31
null
facebook/omniASR-LLM-7B-v2
22.77
6.25
4.71
7.12
3.26
5.64
4.46
5.73
2.63
3.99
2.66
3.23
5.35
4.32
null
facebook/omniASR-LLM-7B
22.25
5.97
5.02
7.23
3.22
5.91
4.51
5.77
2.81
4.23
2.63
3.36
6.81
4.72
null
speechmatics/enhanced
0.39
2.46
4.86
6.56
4.94
4.72
4.2
10.85
3.15
2.19
3.56
3.02
4.92
5.04
null
mistralai/Voxtral-Small-24B-2507
7.23
3.95
3.16
5.26
3.18
3.78
3.45
7.02
2.57
2.87
2.96
2.8
4.31
3.54
null
nvidia/canary-1b-v2
630.22
5.54
4.37
6.28
3.38
4.93
4.8
9.11
3.08
3.8
2.96
2.9
8.1
4.37
null
elevenlabs/scribe_v2
-1
2.89
3.41
4.02
2.33
3.86
2.4
5.31
1.66
2.42
2.52
2.77
2.7
4
null
nvidia/parakeet-tdt-0.6b-v3
2,154.22
4.8
5.01
6.03
4.94
5.16
3.65
10.12
2.96
3.41
4.31
3.43
7.11
4.78
null
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