Datasets:

Steveeeeeeen
/

whisper-leaderboard-evals

Dataset card Data Studio Files Files and versions Community

Dataset Preview

Split (1)

train

The full dataset viewer is not available (click to read why). Only showing a preview of the rows.

The dataset generation failed because of a cast error

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 8 new columns ({'Earnings22', 'Gigaspeech', 'Tedlium', 'Voxpopuli', 'LS Clean', 'AMI', 'LS Other', 'SPGISpeech'}) and 8 missing columns ({'AMI WER', 'LS Other WER', 'Voxpopuli WER', 'SPGISpeech WER', 'Earnings22 WER', 'Gigaspeech WER', 'LS Clean WER', 'Tedlium WER'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Steveeeeeeen/whisper-leaderboard-evals/19_feb_2025_latest.csv (at revision 76e5f326ae4d8003ba31098aaae704d35a7d2142)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1870, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2292, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              model: string
              Avg. WER: double
              RTFx: double
              Backend: string
              Hardware: string
              AMI: double
              Earnings22: double
              Gigaspeech: double
              LS Clean: double
              LS Other: double
              SPGISpeech: double
              Tedlium: double
              Voxpopuli: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1764
              to
              {'model': Value(dtype='string', id=None), 'Avg. WER': Value(dtype='float64', id=None), 'RTFx': Value(dtype='float64', id=None), 'Backend': Value(dtype='string', id=None), 'Hardware': Value(dtype='string', id=None), 'AMI WER': Value(dtype='float64', id=None), 'Earnings22 WER': Value(dtype='float64', id=None), 'Gigaspeech WER': Value(dtype='float64', id=None), 'LS Clean WER': Value(dtype='float64', id=None), 'LS Other WER': Value(dtype='float64', id=None), 'SPGISpeech WER': Value(dtype='float64', id=None), 'Tedlium WER': Value(dtype='float64', id=None), 'Voxpopuli WER': Value(dtype='float64', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1420, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1052, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1741, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1872, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 8 new columns ({'Earnings22', 'Gigaspeech', 'Tedlium', 'Voxpopuli', 'LS Clean', 'AMI', 'LS Other', 'SPGISpeech'}) and 8 missing columns ({'AMI WER', 'LS Other WER', 'Voxpopuli WER', 'SPGISpeech WER', 'Earnings22 WER', 'Gigaspeech WER', 'LS Clean WER', 'Tedlium WER'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Steveeeeeeen/whisper-leaderboard-evals/19_feb_2025_latest.csv (at revision 76e5f326ae4d8003ba31098aaae704d35a7d2142)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

model string	Avg. WER float64	RTFx float64	Backend string	Hardware string	AMI WER float64	Earnings22 WER float64	Gigaspeech WER float64	LS Clean WER float64	LS Other WER float64	SPGISpeech WER float64	Tedlium WER float64	Voxpopuli WER float64
faster-whisper/base.en	10.12	38.92	Faster-whisper	CUDA	21.51	15.68	11.33	4.04	10.08	4.42	4.73	9.21
faster-whisper/distil-large-v2	8.1	42.56	Faster-whisper	CUDA	14.93	13.88	10.36	2.96	6.57	3.47	4.29	8.36
faster-whisper/distil-large-v3	7.41	43.62	Faster-whisper	CUDA	15.49	11.37	9.99	2.31	4.9	3.41	3.91	7.88
faster-whisper/distil-medium.en	8.91	50.96	Faster-whisper	CUDA	16.28	13.1	11.18	4.33	8.08	4.06	5.15	9.1
faster-whisper/distil-small.en	8.58	49.92	Faster-whisper	CUDA	15.61	13.19	10.81	3.69	7.83	3.96	4.81	8.75
faster-whisper/large-v1	7.69	18.54	Faster-whisper	CUDA	17.17	11.74	10.04	2.34	5.1	3.74	4.05	7.33
faster-whisper/large-v2	8.6	16.47	Faster-whisper	CUDA	17.6	17.55	10.5	2.39	4.7	3.95	4.6	7.49
faster-whisper/large-v3	7.19	19.13	Faster-whisper	CUDA	16.08	10.71	9.68	2.68	4.29	3.09	3.78	7.24
faster-whisper/large-v3-turbo	7.12	39.54	Faster-whisper	CUDA	16.2	11	9.73	1.87	3.83	3.04	3.75	7.58
faster-whisper/medium.en	7.81	24.48	Faster-whisper	CUDA	17.07	12.07	10.11	2.59	5.4	3.47	4.28	7.52
faster-whisper/small.en	8.26	34.31	Faster-whisper	CUDA	17.35	12.48	10.38	2.92	6.57	4.12	4.32	7.96
faster-whisper/tiny.en	11.65	49.44	Faster-whisper	CUDA	22.37	17.96	12.65	5.31	13.06	5.61	5.69	10.56
trt-llm/distil-large-v2	7.76	393.06	TensorRT-LLM	CUDA	14.6	12.06	10.29	3.02	6.51	3.27	4.4	7.92
trt-llm/distil-large-v3	7.38	395.12	TensorRT-LLM	CUDA	14.94	11.36	10.15	2.58	5.29	3.15	3.79	7.81
trt-llm/distil-medium.en	8.52	619.41	TensorRT-LLM	CUDA	15.95	12.82	11.06	3.64	7.59	3.75	4.75	8.58
trt-llm/distil-small.en	8.44	988.16	TensorRT-LLM	CUDA	15.56	13.08	10.78	3.47	7.75	3.8	4.61	8.44
trt-llm/whisper-base.en	9.89	1,223.93	TensorRT-LLM	CUDA	19.48	14.9	11.92	4.03	10.06	4.21	5.09	9.42
trt-llm/whisper-large	7.64	230.31	TensorRT-LLM	CUDA	16.32	11.91	10.47	2.63	5.35	3.11	4.02	7.3
trt-llm/whisper-large-v2	7.67	230.95	TensorRT-LLM	CUDA	16.59	11.89	10.58	2.44	4.94	3.81	4.03	7.12
trt-llm/whisper-large-v3	7.07	230.69	TensorRT-LLM	CUDA	15.28	10.87	10.03	2	3.87	2.7	4.06	7.76
trt-llm/whisper-large-v3-turbo	7.47	422.49	TensorRT-LLM	CUDA	15.59	10.99	10.23	1.93	3.88	2.72	6.07	8.36
trt-llm/whisper-medium.en	7.84	402.78	TensorRT-LLM	CUDA	16.12	12.46	10.79	2.78	5.64	3.32	3.97	7.62
trt-llm/whisper-small.en	8.31	795.62	TensorRT-LLM	CUDA	17.11	12.92	10.84	3.12	6.91	3.53	3.97	8.05
trt-llm/whisper-tiny.en	12.13	1,318.96	TensorRT-LLM	CUDA	22.31	18.42	13.42	5.64	13.65	5.87	6.69	11.04
distil-whisper/distil-large-v2	7.92	202.95	transformers	CUDA	14.67	12.19	10.32	2.94	6.84	3.3	4.87	8.24
distil-whisper/distil-large-v3	7.52	214.42	transformers	CUDA	16.32	11.79	10.08	2.54	5.19	3.27	3.86	8.25
distil-whisper/distil-medium.en	8.77	279.73	transformers	CUDA	16.12	12.99	11.3	3.69	8.35	3.83	4.84	9
distil-whisper/distil-small.en	8.57	331.89	transformers	CUDA	16.16	13.15	10.87	3.48	7.73	3.82	4.54	8.79
openai/whisper-base.en	10.32	320.67	transformers	CUDA	21.13	15.09	12.83	4.25	10.35	4.26	4.87	9.76
openai/whisper-large	7.94	143.76	transformers	CUDA	16.73	12.91	10.76	2.73	5.54	3.2	3.91	7.76
openai/whisper-large-v2	7.83	144.45	transformers	CUDA	16.74	12.05	10.67	2.83	5.14	3.87	3.9	7.48
openai/whisper-large-v3	7.44	145.51	transformers	CUDA	15.95	11.29	10.02	2.01	3.91	2.94	3.86	9.54
openai/whisper-large-v3-turbo	7.83	200.19	transformers	CUDA	16.13	11.63	10.14	2.1	4.24	2.97	3.57	11.87
openai/whisper-medium.en	8.09	182.13	transformers	CUDA	16.68	12.63	11.03	3.02	5.85	3.33	4.12	8.06
openai/whisper-small.en	8.59	268.91	transformers	CUDA	17.93	12.97	11.35	3.05	7.25	3.6	4.07	8.5
openai/whisper-tiny.en	12.81	348.12	transformers	CUDA	24.24	19.12	14.08	5.66	15.45	5.93	5.97	12
Whisper.cpp/distil-whisper-large-v3	null	null	Whisper.cpp	Metal	null	null	null	null	null	null	null	null
Whisper.cpp/whisper-base.en	10.55	null	Whisper.cpp	Metal	23.9	15.62	12.19	4.19	9.99	4.19	4.95	9.39
Whisper.cpp/whisper-large-v3-turbo	8.53	null	Whisper.cpp	Metal	21.34	12.26	10.56	2.08	4.11	2.88	3.76	11.27
Whisper.cpp/whisper-small.en	9.05	null	Whisper.cpp	Metal	22.16	13.57	11.22	2.85	6.83	3.51	4.07	8.18
Whisper.cpp/whisper-tiny.en	12.59	null	Whisper.cpp	Metal	26.38	18.77	13.67	5.63	13.52	5.71	5.99	11.04
WhisperKit/distil-whisper-large-v3	8.32	null	WhisperKit	Metal	20.84	12.44	10.56	2.36	5.07	3.4	3.95	7.95
WhisperKit/whisper-base.en	10.76	null	WhisperKit	Metal	24.27	15.56	12.27	3.98	10.01	5.72	4.91	9.37
WhisperKit/whisper-large-v3-turbo	9.02	null	WhisperKit	Metal	21.7	12.08	10.61	1.94	3.9	2.92	3.57	15.46
WhisperKit/whisper-small.en	9.44	null	WhisperKit	Metal	22.48	13.64	11.37	2.88	6.82	5.99	4.12	8.2
WhisperKit/whisper-tiny.en	12.68	null	WhisperKit	Metal	26.82	18.57	13.72	5.57	13.51	6.2	6.01	11.05
WhisperMLX/distil-whisper-large-v3	7.51	null	WhisperMLX	Metal	15.65	11.45	10.09	2.33	5.09	3.46	4.02	7.96
WhisperMLX/whisper-base.en	16.7	null	WhisperMLX	Metal	56.69	23.99	13.16	7.82	11.09	4.89	5.86	10.13
WhisperMLX/whisper-large-v3-turbo	9	null	WhisperMLX	Metal	22.74	12.12	10.27	1.91	3.99	3.16	3.89	13.96
WhisperMLX/whisper-small.en	11.05	null	WhisperMLX	Metal	27.2	15.72	10.85	3.01	7.81	null	4.45	8.3
WhisperMLX/whisper-tiny.en	20.59	null	WhisperMLX	Metal	56.97	29	16.53	6.73	16.81	null	6.09	12.02
faster-whisper/base.en	10.12	38.92	Faster-whisper	CUDA	null	null	null	null	null	null	null	null
faster-whisper/distil-large-v2	8.1	42.56	Faster-whisper	CUDA	null	null	null	null	null	null	null	null
faster-whisper/distil-large-v3	7.41	43.62	Faster-whisper	CUDA	null	null	null	null	null	null	null	null
faster-whisper/distil-medium.en	8.91	50.96	Faster-whisper	CUDA	null	null	null	null	null	null	null	null
faster-whisper/distil-small.en	8.58	49.92	Faster-whisper	CUDA	null	null	null	null	null	null	null	null
faster-whisper/large-v1	7.69	18.54	Faster-whisper	CUDA	null	null	null	null	null	null	null	null
faster-whisper/large-v2	8.6	16.47	Faster-whisper	CUDA	null	null	null	null	null	null	null	null
faster-whisper/large-v3	7.19	19.13	Faster-whisper	CUDA	null	null	null	null	null	null	null	null
faster-whisper/large-v3-turbo	7.12	39.54	Faster-whisper	CUDA	null	null	null	null	null	null	null	null
faster-whisper/medium.en	7.81	24.48	Faster-whisper	CUDA	null	null	null	null	null	null	null	null
faster-whisper/small.en	8.26	34.31	Faster-whisper	CUDA	null	null	null	null	null	null	null	null
faster-whisper/tiny.en	11.65	49.44	Faster-whisper	CUDA	null	null	null	null	null	null	null	null
trt-llm/distil-large-v2	7.76	393.06	TensorRT-LLM	CUDA	null	null	null	null	null	null	null	null
trt-llm/distil-large-v3	7.38	395.12	TensorRT-LLM	CUDA	null	null	null	null	null	null	null	null
trt-llm/distil-medium.en	8.52	619.41	TensorRT-LLM	CUDA	null	null	null	null	null	null	null	null
trt-llm/distil-small.en	8.44	988.16	TensorRT-LLM	CUDA	null	null	null	null	null	null	null	null
trt-llm/whisper-base.en	9.89	1,223.93	TensorRT-LLM	CUDA	null	null	null	null	null	null	null	null
trt-llm/whisper-large	7.64	230.31	TensorRT-LLM	CUDA	null	null	null	null	null	null	null	null
trt-llm/whisper-large-v2	7.67	230.95	TensorRT-LLM	CUDA	null	null	null	null	null	null	null	null
trt-llm/whisper-large-v3	7.07	230.69	TensorRT-LLM	CUDA	null	null	null	null	null	null	null	null
trt-llm/whisper-large-v3-turbo	7.47	422.49	TensorRT-LLM	CUDA	null	null	null	null	null	null	null	null
trt-llm/whisper-medium.en	7.84	402.78	TensorRT-LLM	CUDA	null	null	null	null	null	null	null	null
trt-llm/whisper-small.en	8.31	795.62	TensorRT-LLM	CUDA	null	null	null	null	null	null	null	null
trt-llm/whisper-tiny.en	12.13	1,318.96	TensorRT-LLM	CUDA	null	null	null	null	null	null	null	null
distil-whisper/distil-large-v2	7.92	202.95	transformers	CUDA	null	null	null	null	null	null	null	null
distil-whisper/distil-large-v3	7.52	214.42	transformers	CUDA	null	null	null	null	null	null	null	null
distil-whisper/distil-medium.en	8.77	279.73	transformers	CUDA	null	null	null	null	null	null	null	null
distil-whisper/distil-small.en	8.57	331.89	transformers	CUDA	null	null	null	null	null	null	null	null
openai/whisper-base.en	10.32	320.67	transformers	CUDA	null	null	null	null	null	null	null	null
openai/whisper-large	7.94	143.76	transformers	CUDA	null	null	null	null	null	null	null	null
openai/whisper-large-v2	7.83	144.45	transformers	CUDA	null	null	null	null	null	null	null	null
openai/whisper-large-v3	7.44	145.51	transformers	CUDA	null	null	null	null	null	null	null	null
openai/whisper-large-v3-turbo	7.83	200.19	transformers	CUDA	null	null	null	null	null	null	null	null
openai/whisper-medium.en	8.09	182.13	transformers	CUDA	null	null	null	null	null	null	null	null
openai/whisper-small.en	8.59	268.91	transformers	CUDA	null	null	null	null	null	null	null	null
openai/whisper-tiny.en	12.81	348.12	transformers	CUDA	null	null	null	null	null	null	null	null
Whisper.cpp/whisper-base.en	10.55	139	Whisper.cpp	Metal	null	null	null	null	null	null	null	null
Whisper.cpp/whisper-tiny.en	12.59	229	Whisper.cpp	Metal	null	null	null	null	null	null	null	null
Whisper.cpp/whisper-small.en	9.05	87.1	Whisper.cpp	Metal	null	null	null	null	null	null	null	null
Whisper.cpp/distil-whisper-large-v3	8.31	52	Whisper.cpp	Metal	null	null	null	null	null	null	null	null
Whisper.cpp/whisper-large-v1	8.41	27.8	Whisper.cpp	Metal	null	null	null	null	null	null	null	null
Whisper.cpp/whisper-large-v2	8.46	28.9	Whisper.cpp	Metal	null	null	null	null	null	null	null	null
Whisper.cpp/whisper-large-v3	8.26	17	Whisper.cpp	Metal	null	null	null	null	null	null	null	null
Whisper.cpp/whisper-large-v3-turbo	8.53	66.9	Whisper.cpp	Metal	null	null	null	null	null	null	null	null
WhisperKit/whisper-tiny.en	12.68	188	WhisperKit	Metal	null	null	null	null	null	null	null	null
WhisperKit/whisper-base.en	10.76	136	WhisperKit	Metal	null	null	null	null	null	null	null	null
WhisperKit/whisper-small.en	9.44	95	WhisperKit	Metal	null	null	null	null	null	null	null	null
WhisperKit/distil-whisper-large-v3	8.32	49.4	WhisperKit	Metal	null	null	null	null	null	null	null	null
WhisperKit/whisper-large-v2	9.52	7.56	WhisperKit	Metal	null	null	null	null	null	null	null	null

End of preview.

No dataset card yet

Downloads last month: 0

Space using Steveeeeeeen/whisper-leaderboard-evals 1