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anonymous-birder
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Leaderboard-Requests

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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 1 new columns ({'model_type'}) and 2 missing columns ({'paper_name', 'paper_link'}).

This happened while the json dataset builder was generating data using

hf://datasets/anonymous-birder/Leaderboard-Requests/AST-XCL/AST-XCL_eval_request_float32_XCL_avg.json (at revision 09b1052597aff27f87464388b41a56f5b95d1bb7)

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 2013, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, 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 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              model_name: string
              model_link: string
              precision: string
              status: string
              submitted_time: timestamp[s]
              model_type: string
              training_dataset: string
              testing_type: string
              claimed_cmap: double
              claimed_auroc: double
              claimed_t1acc: double
              model_backbone: string
              model_parameters: double
              to
              {'model_name': Value(dtype='string', id=None), 'model_link': Value(dtype='string', id=None), 'model_backbone': Value(dtype='string', id=None), 'precision': Value(dtype='string', id=None), 'paper_name': Value(dtype='string', id=None), 'paper_link': Value(dtype='string', id=None), 'status': Value(dtype='string', id=None), 'submitted_time': Value(dtype='timestamp[s]', id=None), 'training_dataset': Value(dtype='string', id=None), 'testing_type': Value(dtype='string', id=None), 'claimed_cmap': Value(dtype='float64', id=None), 'claimed_auroc': Value(dtype='float64', id=None), 'claimed_t1acc': Value(dtype='float64', id=None), 'model_parameters': 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 1396, 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 1045, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1029, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1124, 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 1884, 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 2015, 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 1 new columns ({'model_type'}) and 2 missing columns ({'paper_name', 'paper_link'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/anonymous-birder/Leaderboard-Requests/AST-XCL/AST-XCL_eval_request_float32_XCL_avg.json (at revision 09b1052597aff27f87464388b41a56f5b95d1bb7)
              
              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)

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model_name string	model_link string	model_backbone string	precision string	paper_name string	paper_link string	status string	submitted_time timestamp[us]	training_dataset string	testing_type string	claimed_cmap float64	claimed_auroc float64	claimed_t1acc float64	model_parameters float64
AST-Dedicated	None	AST	float32	None	None	FINISHED	2024-09-26T17:10:11	Dedicated	avg	0.29	0.83	0.48	86.5
AST-Dedicated	None	AST	float32	None	None	FINISHED	2024-09-26T17:10:57	Dedicated	hsn	0.3	0.83	0.46	86.5
AST-Dedicated	None	AST	float32	None	None	FINISHED	2024-09-26T17:11:15	Dedicated	nbp	0.59	0.91	0.63	86.5
AST-Dedicated	None	AST	float32	None	None	FINISHED	2024-09-26T17:10:32	Dedicated	nes	0.29	0.88	0.48	86.5
AST-Dedicated	None	AST	float32	None	None	FINISHED	2024-09-26T17:10:24	Dedicated	per	0.19	0.72	0.42	86.5
AST-Dedicated	None	AST	float32	None	None	FINISHED	2024-09-26T17:11:44	Dedicated	sne	0.24	0.81	0.53	86.5
AST-Dedicated	None	AST	float32	None	None	FINISHED	2024-09-26T17:11:32	Dedicated	ssw	0.3	0.9	0.5	86.5
AST-Dedicated	None	AST	float32	None	None	FINISHED	2024-09-26T17:10:45	Dedicated	uhh	0.15	0.78	0.31	86.5
AST-XCL	None	AST	float32	null	null	FINISHED	2024-09-25T16:11:48	XCL	avg	0.34	0.84	0.49	93.7
AST-XCL	None	AST	float32	null	null	FINISHED	2024-09-25T16:13:16	XCL	hsn	0.44	0.85	0.48	93.7
AST-XCL	None	AST	float32	null	null	FINISHED	2024-09-25T16:13:37	XCL	nbp	0.61	0.91	0.66	93.7
AST-XCL	None	AST	float32	null	null	FINISHED	2024-09-25T16:12:21	XCL	nes	0.32	0.89	0.48	93.7
AST-XCL	None	AST	float32	null	null	FINISHED	2024-09-25T16:12:05	XCL	per	0.18	0.72	0.4	93.7
AST-XCL	None	AST	float32	null	null	FINISHED	2024-09-25T16:14:15	XCL	sne	0.28	0.82	0.57	93.7
AST-XCL	None	AST	float32	null	null	FINISHED	2024-09-25T16:13:54	XCL	ssw	0.33	0.93	0.51	93.7
AST-XCL	None	AST	float32	null	null	FINISHED	2024-09-25T16:12:38	XCL	uhh	0.21	0.75	0.39	93.7
AST-XCM	None	AST	float32	null	null	FINISHED	2024-09-25T16:52:33	XCM	avg	0.31	0.83	0.49	86.5
AST-XCM	None	AST	float32	null	null	FINISHED	2024-09-25T16:53:56	XCM	hsn	0.38	0.84	0.48	86.5
AST-XCM	None	AST	float32	null	null	FINISHED	2024-09-25T16:54:08	XCM	nbp	0.61	0.91	0.66	86.5
AST-XCM	None	AST	float32	null	null	FINISHED	2024-09-25T16:53:17	XCM	nes	0.29	0.88	0.46	86.5
AST-XCM	None	AST	float32	null	null	FINISHED	2024-09-25T16:52:56	XCM	per	0.15	0.69	0.37	86.5
AST-XCM	None	AST	float32	null	null	FINISHED	2024-09-25T16:54:34	XCM	sne	0.26	0.82	0.59	86.5
AST-XCM	None	AST	float32	null	null	FINISHED	2024-09-25T16:54:22	XCM	ssw	0.3	0.9	0.57	86.5
AST-XCM	None	AST	float32	null	null	FINISHED	2024-09-25T16:53:38	XCM	uhh	0.19	0.78	0.33	86.5
ConvNeXT-Dedicated	None	ConvNeXT	float32	None	None	FINISHED	2024-09-26T17:08:27	Dedicated	avg	0.37	0.83	0.52	88
ConvNeXT-Dedicated	None	ConvNeXT	float32	None	None	FINISHED	2024-09-26T17:09:05	Dedicated	hsn	0.46	0.88	0.62	88
ConvNeXT-Dedicated	None	ConvNeXT	float32	None	None	FINISHED	2024-09-26T17:09:15	Dedicated	nbp	0.67	0.92	0.69	88
ConvNeXT-Dedicated	None	ConvNeXT	float32	None	None	FINISHED	2024-09-26T17:08:46	Dedicated	nes	0.32	0.86	0.45	88
ConvNeXT-Dedicated	None	ConvNeXT	float32	None	None	FINISHED	2024-09-26T17:08:37	Dedicated	per	0.21	0.73	0.44	88
ConvNeXT-Dedicated	None	ConvNeXT	float32	None	None	FINISHED	2024-09-26T17:09:33	Dedicated	sne	0.26	0.79	0.57	88
ConvNeXT-Dedicated	None	ConvNeXT	float32	None	None	FINISHED	2024-09-26T17:09:23	Dedicated	ssw	0.33	0.91	0.5	88
ConvNeXT-Dedicated	None	ConvNeXT	float32	None	None	FINISHED	2024-09-26T17:08:56	Dedicated	uhh	0.23	0.78	0.43	88
ConvNeXT-XCL	None	ConvNeXT	float32	null	null	FINISHED	2024-09-19T13:22:07	LT	AVG	0.36	0.85	0.51	97.5
ConvNeXT-XCL	None	ConvNeXT	float32	null	null	FINISHED	2024-09-25T13:21:50	lt	hsn	0.47	0.89	0.52	97.5
ConvNeXT-XCL	None	ConvNeXT	float32	null	null	FINISHED	2024-09-25T13:22:11	lt	nbp	0.62	0.92	0.64	97.5
ConvNeXT-XCL	None	ConvNeXT	float32	null	null	FINISHED	2024-09-25T13:20:32	lt	nes	0.34	0.88	0.45	97.5
ConvNeXT-XCL	None	ConvNeXT	float32	null	null	FINISHED	2024-09-25T13:20:02	lt	per	0.19	0.72	0.36	97.5
ConvNeXT-XCL	None	ConvNeXT	float32	null	null	FINISHED	2024-09-25T13:23:03	lt	sne	0.3	0.83	0.65	97.5
ConvNeXT-XCL	None	ConvNeXT	float32	null	null	FINISHED	2024-09-25T13:22:34	lt	ssw	0.35	0.93	0.53	97.5
ConvNeXT-XCL	None	ConvNeXT	float32	null	null	FINISHED	2024-09-25T13:21:09	lt	uhh	0.26	0.79	0.44	97.5
ConvNeXT-XCM	None	ConvNeXT	float32	null	null	FINISHED	2024-09-25T15:04:06	XCM	avg	0.36	0.84	0.57	88
ConvNeXT-XCM	None	ConvNeXT	float32	null	null	FINISHED	2024-09-25T15:54:18	XCM	hsn	0.47	0.86	0.46	88
ConvNeXT-XCM	None	ConvNeXT	float32	null	null	FINISHED	2024-09-25T15:54:56	XCM	nbp	0.64	0.91	0.66	88
ConvNeXT-XCM	None	ConvNeXT	float32	null	null	FINISHED	2024-09-25T15:53:36	XCM	nes	0.32	0.88	0.49	88
ConvNeXT-XCM	None	ConvNeXT	float32	null	null	FINISHED	2024-09-25T15:53:17	XCM	per	0.18	0.69	0.46	88
ConvNeXT-XCM	None	ConvNeXT	float32	null	null	FINISHED	2024-09-25T15:55:37	XCM	sne	0.28	0.82	0.68	88
ConvNeXT-XCM	None	ConvNeXT	float32	null	null	FINISHED	2024-09-25T15:55:11	XCM	ssw	0.36	0.92	0.6	88
ConvNeXT-XCM	None	ConvNeXT	float32	null	null	FINISHED	2024-09-25T15:54:00	XCM	uhh	0.24	0.79	0.41	88
EAT-Dedicated	None	EAT	Other	None	None	FINISHED	2024-09-26T17:12:07	Dedicated	avg	0.33	0.78	0.47	0
EAT-Dedicated	None	EAT	Other	None	None	FINISHED	2024-09-26T17:12:50	Dedicated	hsn	0.35	0.79	0.43	0
EAT-Dedicated	None	EAT	Other	None	None	FINISHED	2024-09-26T17:12:59	Dedicated	nbp	0.57	0.88	0.65	0
EAT-Dedicated	None	EAT	Other	None	None	FINISHED	2024-09-26T17:12:30	Dedicated	nes	0.29	0.84	0.45	0
EAT-Dedicated	None	EAT	Other	None	None	FINISHED	2024-09-26T17:12:17	Dedicated	per	0.14	0.64	0.37	0
EAT-Dedicated	None	EAT	Other	None	None	FINISHED	2024-09-26T17:13:22	Dedicated	sne	0.23	0.76	0.55	0
EAT-Dedicated	None	EAT	Other	None	None	FINISHED	2024-09-26T17:13:12	Dedicated	ssw	0.27	0.85	0.48	0
EAT-Dedicated	None	EAT	Other	None	None	FINISHED	2024-09-26T17:12:40	Dedicated	uhh	0.17	0.74	0.37	0
EAT-XCL	None	EAT	Other	None	None	FINISHED	2024-09-26T16:20:07	XCL	avg	0.3	0.82	0.48	0
EAT-XCL	None	EAT	Other	None	None	FINISHED	2024-09-26T16:21:05	XCL	hsn	0.38	0.86	0.47	0
EAT-XCL	None	EAT	Other	None	None	FINISHED	2024-09-26T16:21:22	XCL	nbp	0.5	0.87	0.61	0
EAT-XCL	None	EAT	Other	None	None	FINISHED	2024-09-26T16:20:35	XCL	nes	0.27	0.87	0.46	0
EAT-XCL	None	EAT	Other	None	None	FINISHED	2024-09-26T16:20:25	XCL	per	0.12	0.64	0.32	0
EAT-XCL	None	EAT	Other	None	None	FINISHED	2024-09-26T16:22:54	XCL	sne	0.24	0.82	0.58	0
EAT-XCL	None	EAT	Other	None	None	FINISHED	2024-09-26T16:22:41	XCL	ssw	0.25	0.9	0.46	0
EAT-XCL	None	EAT	Other	None	None	FINISHED	2024-09-26T16:20:50	XCL	uhh	0.22	0.76	0.4	0
EAT-XCM	None	EAT	Other	None	None	FINISHED	2024-09-26T16:49:10	XCM	avg	0.29	0.8	0.48	0
EAT-XCM	None	EAT	Other	None	None	FINISHED	2024-09-26T16:50:00	XCM	hsn	0.4	0.81	0.47	0
EAT-XCM	None	EAT	Other	None	None	FINISHED	2024-09-26T16:50:11	XCM	nbp	0.54	0.87	0.63	0
EAT-XCM	None	EAT	Other	None	None	FINISHED	2024-09-26T16:49:37	XCM	nes	0.28	0.87	0.43	0
EAT-XCM	None	EAT	Other	None	None	FINISHED	2024-09-26T16:49:24	XCM	per	0.09	0.6	0.27	0
EAT-XCM	None	EAT	Other	None	None	FINISHED	2024-09-26T16:50:36	XCM	sne	0.23	0.79	0.64	0
EAT-XCM	None	EAT	Other	None	None	FINISHED	2024-09-26T16:50:21	XCM	ssw	0.27	0.86	0.56	0
EAT-XCM	None	EAT	Other	None	None	FINISHED	2024-09-26T16:49:48	XCM	uhh	0.21	0.77	0.37	0
EfficientNet-B1-Dedicated	None	EfficientNet	float32	None	None	FINISHED	2024-09-26T17:05:06	Dedicated	avg	0.35	0.84	0.54	7.1
EfficientNet-B1-Dedicated	None	EfficientNet	float32	None	None	FINISHED	2024-09-26T17:06:12	Dedicated	hsn	0.44	0.85	0.59	7.1
EfficientNet-B1-Dedicated	None	EfficientNet	float32	None	None	FINISHED	2024-09-26T17:06:22	Dedicated	nbp	0.64	0.9	0.66	7.1
EfficientNet-B1-Dedicated	None	EfficientNet	float32	None	None	FINISHED	2024-09-26T17:05:52	Dedicated	nes	0.33	0.87	0.47	7.1
EfficientNet-B1-Dedicated	None	EfficientNet	float32	None	None	FINISHED	2024-09-26T17:05:41	Dedicated	per	0.19	0.72	0.4	7.1
EfficientNet-B1-Dedicated	None	EfficientNet	float32	None	None	FINISHED	2024-09-26T17:06:40	Dedicated	sne	0.28	0.81	0.65	7.1
EfficientNet-B1-Dedicated	None	EfficientNet	float32	None	None	FINISHED	2024-09-26T17:06:31	Dedicated	ssw	0.35	0.91	0.54	7.1
EfficientNet-B1-Dedicated	None	EfficientNet	float32	None	None	FINISHED	2024-09-26T17:06:03	Dedicated	uhh	0.24	0.8	0.46	7.1
EfficientNet-B1-XCL	None	EfficientNet	float32	null	null	FINISHED	2024-09-25T16:24:33	XCL	avg	0.32	0.84	0.53	19
EfficientNet-B1-XCL	None	EfficientNet	float32	null	null	FINISHED	2024-09-25T16:25:34	XCL	hsn	0.35	0.86	0.59	19
EfficientNet-B1-XCL	None	EfficientNet	float32	null	null	FINISHED	2024-09-25T16:25:49	XCL	nbp	0.57	0.9	0.63	19
EfficientNet-B1-XCL	None	EfficientNet	float32	null	null	FINISHED	2024-09-25T16:24:58	XCL	nes	0.3	0.88	0.49	19
EfficientNet-B1-XCL	None	EfficientNet	float32	null	null	FINISHED	2024-09-25T16:24:46	XCL	per	0.17	0.71	0.38	19
EfficientNet-B1-XCL	None	EfficientNet	float32	null	null	FINISHED	2024-09-25T16:26:12	XCL	sne	0.28	0.83	0.67	19
EfficientNet-B1-XCL	None	EfficientNet	float32	null	null	FINISHED	2024-09-25T16:26:01	XCL	ssw	0.33	0.91	0.55	19
EfficientNet-B1-XCL	None	EfficientNet	float32	null	null	FINISHED	2024-09-25T16:25:21	XCL	uhh	0.23	0.78	0.42	19
EfficientNet-B1-XCM	None	EfficientNet	float32	null	null	FINISHED	2024-09-25T16:55:38	XCM	avg	0.36	0.85	0.59	7.1
EfficientNet-B1-XCM	None	EfficientNet	float32	null	null	FINISHED	2024-09-25T16:56:23	XCM	hsn	0.48	0.88	0.59	7.1
EfficientNet-B1-XCM	None	EfficientNet	float32	null	null	FINISHED	2024-09-25T16:56:36	XCM	nbp	0.64	0.92	0.69	7.1
EfficientNet-B1-XCM	None	EfficientNet	float32	null	null	FINISHED	2024-09-25T16:56:00	XCM	nes	0.32	0.89	0.49	7.1
EfficientNet-B1-XCM	None	EfficientNet	float32	null	null	FINISHED	2024-09-25T16:55:49	XCM	per	0.18	0.7	0.42	7.1
EfficientNet-B1-XCM	None	EfficientNet	float32	null	null	FINISHED	2024-09-25T16:57:01	XCM	sne	0.3	0.83	0.72	7.1
EfficientNet-B1-XCM	None	EfficientNet	float32	null	null	FINISHED	2024-09-25T16:56:46	XCM	ssw	0.36	0.92	0.61	7.1
EfficientNet-B1-XCM	None	EfficientNet	float32	null	null	FINISHED	2024-09-25T16:56:10	XCM	uhh	0.26	0.8	0.44	7.1
Perch	https://www.kaggle.com/models/google/bird-vocalization-classifier	EfficientNet	Other	BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics	https://arxiv.org/abs/2312.07439	FINISHED	2024-09-26T15:40:00	Xeno-Canto_(Custom)	avg	0.36	0.84	0.61	0
Perch	https://www.kaggle.com/models/google/bird-vocalization-classifier	EfficentNet	Other	BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics	https://arxiv.org/abs/2312.07439	FINISHED	2024-09-26T16:13:16	Xeno-Canto_(Custom)	hsn	0.45	0.86	0.58	0
Perch	https://www.kaggle.com/models/google/bird-vocalization-classifier	EfficentNet	Other	BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics	https://arxiv.org/abs/2312.07439	FINISHED	2024-09-26T16:13:30	Xeno-Canto_(Custom)	nbp	0.63	0.91	0.69	0
Perch	https://www.kaggle.com/models/google/bird-vocalization-classifier	EfficentNet	Other	BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics	https://arxiv.org/abs/2312.07439	FINISHED	2024-09-26T16:12:51	Xeno-Canto_(Custom)	nes	0.39	0.9	0.66	0

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