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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 78 new columns ({'scienceagentbench.53', 'scienceagentbench.83', 'scienceagentbench.35', 'scienceagentbench.101', 'scienceagentbench.70', 'scienceagentbench.19', 'scienceagentbench.36', 'scienceagentbench.7', 'scienceagentbench.11', 'scienceagentbench.27', 'scienceagentbench.30', 'scienceagentbench.25', 'scienceagentbench.6', 'scienceagentbench.93', 'scienceagentbench.9', 'scienceagentbench.86', 'scienceagentbench.57', 'scienceagentbench.49', 'scienceagentbench.14', 'scienceagentbench.22', 'scienceagentbench.71', 'scienceagentbench.13', 'scienceagentbench.23', 'scienceagentbench.60', 'scienceagentbench.41', 'scienceagentbench.61', 'scienceagentbench.94', 'scienceagentbench.38', 'scienceagentbench.68', 'scienceagentbench.79', 'scienceagentbench.40', 'scienceagentbench.88', 'scienceagentbench.92', 'scienceagentbench.10', 'scienceagentbench.66', 'scienceagentbench.80', 'scienceagentbench.90', 'scienceagentbench.59', 'scienceagentbench.5', 'scienceagentbench.15', 'scienceagentbench.34', 'scienceagentbench.65', 'scienceagentbench.8', 'scienceagentbench.72', 'scienceagentbench.87', 'scienceagentbench.50', 'scienceagentbench.17', 'scienceagentbench.81', 'scienceagentbench.47', 'scienceagentbench.2', 'scienceagentbench.42', 'scienceagentbench.82', 'scienceagentbench.46', 'scienceagentbench.26', 'scienceagentbench.28', 'scienceagentbench.58', 'scienceagentbench.29', 'scienceagentbench.4', 'scienceagentbench.54', 'scienceagentbench.85', 'scienceagentbench.91', 'scienceagentbench.32', 'scienceagentbench.78', 'scienceagentbench.98', 'scienceagentbench.75', 'scienceagentbench.76', 'scienceagentbench.67', 'scienceagentbench.21', 'scienceagentbench.48', 'scienceagentbench.3', 'scienceagentbench.37', 'scienceagentbench.51', 'scienceagentbench.77', 'scienceagentbench.33', 'scienceagentbench.18', 'scienceagentbench.62', 'scienceagentbench.31', 'scienceagentbench.45'})
This happened while the csv dataset builder was generating data using
hf://datasets/ronanhansel/data-reeval-multi/pre-revision/scienceagentbench/valid_program.csv (at revision f0a79bbd5ede5a6d3fc17ee967b1d177492f6125), [/tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky1.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky1.csv), /tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky10.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky10.csv), /tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky2.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky2.csv), /tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky3.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky3.csv), /tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky4.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky4.csv), /tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky5.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky5.csv), /tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky6.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky6.csv), /tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky7.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky7.csv), /tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky8.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky8.csv), /tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky9.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky9.csv), /tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/pre-revision/scienceagentbench/valid_program.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/pre-revision/scienceagentbench/valid_program.csv)]
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 "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1887, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 674, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
agent: string
scienceagentbench.1: int64
scienceagentbench.2: int64
scienceagentbench.3: int64
scienceagentbench.4: int64
scienceagentbench.5: int64
scienceagentbench.6: int64
scienceagentbench.7: int64
scienceagentbench.8: int64
scienceagentbench.9: int64
scienceagentbench.10: int64
scienceagentbench.11: int64
scienceagentbench.12: int64
scienceagentbench.13: int64
scienceagentbench.14: int64
scienceagentbench.15: int64
scienceagentbench.16: int64
scienceagentbench.17: int64
scienceagentbench.18: int64
scienceagentbench.19: int64
scienceagentbench.20: int64
scienceagentbench.21: int64
scienceagentbench.22: int64
scienceagentbench.23: int64
scienceagentbench.24: int64
scienceagentbench.25: int64
scienceagentbench.26: int64
scienceagentbench.27: int64
scienceagentbench.28: int64
scienceagentbench.29: int64
scienceagentbench.30: int64
scienceagentbench.31: int64
scienceagentbench.32: int64
scienceagentbench.33: int64
scienceagentbench.34: int64
scienceagentbench.35: int64
scienceagentbench.36: int64
scienceagentbench.37: int64
scienceagentbench.38: int64
scienceagentbench.39: int64
scienceagentbench.40: int64
scienceagentbench.41: int64
scienceagentbench.42: int64
scienceagentbench.43: int64
scienceagentbench.44: int64
scienceagentbench.45: int64
scienceagentbench.46: int64
scienceagentbench.47: int64
scienceagentbench.48: int64
scienceagentbench.49: int64
scienceagentbench.50: int64
scienceagentbench.51: int64
scienceagentbench.52: int64
scienceagentbench.53: int64
scienceagentbench.54: int64
scienceagentbench.55: int64
scienceagentbench.56: int64
scienceagentbench.57: int64
scienceagentbench.58: int64
scienceagentbench.59: int64
scienceagentbench.60: int64
scienceagentbench.61: int64
scienceagentbench.62: int64
scienceagentbench.63: int64
scienceagentbench.64: int64
scienceagentbench.65: int64
scienceagentbench.66: int64
scienceagentbench.67: int64
scienceagentbench.68: int64
scienceagentbench.69: int64
scienceagentbench.70: int64
scienceagentbench.71: int64
scienceagentbench.72: int64
scienceagentbench.73: int64
scienceagentbench.74: int64
scienceagentbench.75: int64
scienceagentbench.76: int64
scienceagentbench.77: int64
scienceagentbench.78: int64
scienceagentbench.79: int64
scienceagentbench.80: int64
scienceagentbench.81: int64
scienceagentbench.82: int64
scienceagentbench.83: int64
scienceagentbench.84: int64
scienceagentbench.85: int64
scienceagentbench.86: int64
scienceagentbench.87: int64
scienceagentbench.88: int64
scienceagentbench.89: int64
scienceagentbench.90: int64
scienceagentbench.91: int64
scienceagentbench.92: int64
scienceagentbench.93: int64
scienceagentbench.94: int64
scienceagentbench.95: int64
scienceagentbench.96: int64
scienceagentbench.97: int64
scienceagentbench.98: int64
scienceagentbench.99: int64
scienceagentbench.100: int64
scienceagentbench.101: int64
scienceagentbench.102: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 14332
to
{'agent': Value('string'), 'scienceagentbench.1': Value('float64'), 'scienceagentbench.12': Value('float64'), 'scienceagentbench.16': Value('float64'), 'scienceagentbench.20': Value('float64'), 'scienceagentbench.24': Value('float64'), 'scienceagentbench.39': Value('float64'), 'scienceagentbench.43': Value('float64'), 'scienceagentbench.44': Value('float64'), 'scienceagentbench.52': Value('float64'), 'scienceagentbench.55': Value('float64'), 'scienceagentbench.56': Value('float64'), 'scienceagentbench.63': Value('float64'), 'scienceagentbench.64': Value('float64'), 'scienceagentbench.69': Value('float64'), 'scienceagentbench.73': Value('float64'), 'scienceagentbench.74': Value('float64'), 'scienceagentbench.84': Value('float64'), 'scienceagentbench.89': Value('float64'), 'scienceagentbench.95': Value('float64'), 'scienceagentbench.96': Value('float64'), 'scienceagentbench.97': Value('float64'), 'scienceagentbench.99': Value('float64'), 'scienceagentbench.100': Value('float64'), 'scienceagentbench.102': Value('float64')}
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 1347, 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 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1889, 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 78 new columns ({'scienceagentbench.53', 'scienceagentbench.83', 'scienceagentbench.35', 'scienceagentbench.101', 'scienceagentbench.70', 'scienceagentbench.19', 'scienceagentbench.36', 'scienceagentbench.7', 'scienceagentbench.11', 'scienceagentbench.27', 'scienceagentbench.30', 'scienceagentbench.25', 'scienceagentbench.6', 'scienceagentbench.93', 'scienceagentbench.9', 'scienceagentbench.86', 'scienceagentbench.57', 'scienceagentbench.49', 'scienceagentbench.14', 'scienceagentbench.22', 'scienceagentbench.71', 'scienceagentbench.13', 'scienceagentbench.23', 'scienceagentbench.60', 'scienceagentbench.41', 'scienceagentbench.61', 'scienceagentbench.94', 'scienceagentbench.38', 'scienceagentbench.68', 'scienceagentbench.79', 'scienceagentbench.40', 'scienceagentbench.88', 'scienceagentbench.92', 'scienceagentbench.10', 'scienceagentbench.66', 'scienceagentbench.80', 'scienceagentbench.90', 'scienceagentbench.59', 'scienceagentbench.5', 'scienceagentbench.15', 'scienceagentbench.34', 'scienceagentbench.65', 'scienceagentbench.8', 'scienceagentbench.72', 'scienceagentbench.87', 'scienceagentbench.50', 'scienceagentbench.17', 'scienceagentbench.81', 'scienceagentbench.47', 'scienceagentbench.2', 'scienceagentbench.42', 'scienceagentbench.82', 'scienceagentbench.46', 'scienceagentbench.26', 'scienceagentbench.28', 'scienceagentbench.58', 'scienceagentbench.29', 'scienceagentbench.4', 'scienceagentbench.54', 'scienceagentbench.85', 'scienceagentbench.91', 'scienceagentbench.32', 'scienceagentbench.78', 'scienceagentbench.98', 'scienceagentbench.75', 'scienceagentbench.76', 'scienceagentbench.67', 'scienceagentbench.21', 'scienceagentbench.48', 'scienceagentbench.3', 'scienceagentbench.37', 'scienceagentbench.51', 'scienceagentbench.77', 'scienceagentbench.33', 'scienceagentbench.18', 'scienceagentbench.62', 'scienceagentbench.31', 'scienceagentbench.45'})
This happened while the csv dataset builder was generating data using
hf://datasets/ronanhansel/data-reeval-multi/pre-revision/scienceagentbench/valid_program.csv (at revision f0a79bbd5ede5a6d3fc17ee967b1d177492f6125), [/tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky1.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky1.csv), /tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky10.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky10.csv), /tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky2.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky2.csv), /tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky3.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky3.csv), /tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky4.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky4.csv), /tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky5.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky5.csv), /tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky6.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky6.csv), /tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky7.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky7.csv), /tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky8.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky8.csv), /tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky9.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/post-revision/scienceagentbench/valid_program_sky9.csv), /tmp/hf-datasets-cache/medium/datasets/74469235633394-config-parquet-and-info-ronanhansel-data-reeval-m-2b569712/hub/datasets--ronanhansel--data-reeval-multi/snapshots/f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/pre-revision/scienceagentbench/valid_program.csv (origin=hf://datasets/ronanhansel/data-reeval-multi@f0a79bbd5ede5a6d3fc17ee967b1d177492f6125/pre-revision/scienceagentbench/valid_program.csv)]
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.
agent
string | scienceagentbench.1
float64 | scienceagentbench.12
float64 | scienceagentbench.16
float64 | scienceagentbench.20
float64 | scienceagentbench.24
float64 | scienceagentbench.39
float64 | scienceagentbench.43
float64 | scienceagentbench.44
float64 | scienceagentbench.52
float64 | scienceagentbench.55
float64 | scienceagentbench.56
float64 | scienceagentbench.63
float64 | scienceagentbench.64
float64 | scienceagentbench.69
float64 | scienceagentbench.73
float64 | scienceagentbench.74
float64 | scienceagentbench.84
float64 | scienceagentbench.89
float64 | scienceagentbench.95
float64 | scienceagentbench.96
float64 | scienceagentbench.97
float64 | scienceagentbench.99
float64 | scienceagentbench.100
float64 | scienceagentbench.102
float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
scienceagentbench.gpt-5-codex_sab_example_agent
| 1
| 0
| null | 0
| null | null | 1
| 0
| 0
| null | null | 0
| null | null | null | 0
| 0
| null | null | null | 0
| 0
| 0
| 0
|
scienceagentbench.gpt-5.1-codex_sab_example_agent
| null | null | null | 1
| null | null | null | null | null | null | null | 0
| null | 0
| 1
| 0
| null | null | 0
| 1
| 1
| null | null | null |
scienceagentbench.gpt-5_1_sab_example_agent
| null | 0
| null | null | 0
| 0
| null | null | 0
| 0
| 0
| null | null | 0
| null | null | 0
| 0
| null | 1
| 0
| 0
| null | null |
scienceagentbench.gpt-5_2_sab_example_agent
| 1
| null | 1
| null | 0
| null | null | 1
| null | null | 0
| 0
| 0
| null | 1
| 0
| 0
| 0
| null | 1
| 0
| null | 0
| 0
|
scienceagentbench.gpt-5_sab_example_agent
| 1
| 0
| 1
| 1
| null | null | null | null | null | null | 0
| 0
| null | null | 1
| null | 0
| null | null | null | null | null | null | 0
|
scienceagentbench.gpt_4_1_sab_example_agent
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scienceagentbench.o4-mini_sab_example_agent
| 1
| 0
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 0
| 1
| 1
| null | 1
| 1
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 0
| 0
|
hal_generalist__claude_3_7_sonnet_20250219
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 0
|
hal_generalist__claude_3_7_sonnet_20250219_high
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 1
| 0
|
hal_generalist__gpt_41_2025_04_14
| 1
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 1
| 0
|
hal_generalist__o3_2025_04_16
| 0
| 0
| 0
| 1
| 0
| 0
| 1
| 1
| 0
| 0
| 1
| 1
| 0
| 1
| 1
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 1
| 0
|
hal_generalist__o4_mini_2025_04_16_high
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 0
| 0
|
hal_generalist__o4_mini_2025_04_16_low
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 0
| 0
|
hal_generalist__together_ai/deepseek_ai/deepseek_v3
| 1
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 1
|
sab_self_debug_claude_3_7__claude_3_7_sonnet_20250219
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 0
| 1
| 1
| 1
| 0
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 0
| 1
| 1
| 1
|
sab_self_debug_claude_3_7_high__claude_3_7_sonnet_20250219_high
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 0
| 1
| 1
| 1
| 1
| 1
| 1
| 0
|
sab_self_debug_claude_3_7_low__claude_3_7_sonnet_20250219_low
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 0
| 1
| 1
| 1
| 1
| 1
| 1
| 1
|
sab_self_debug_claude_haiku_4_5__claude_haiku_4_5_20251001
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 0
| 1
| 0
| 1
| 0
| 1
| 1
| 1
| 1
| 1
| 0
| 0
| 1
| 0
| 1
| 0
|
sab_self_debug_claude_haiku_4_5_high__claude_haiku_4_5_20251001_high
| 0
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 0
| 0
| 1
| 1
| 1
| 0
| 1
| 0
| 1
| 0
| 1
| 1
| 0
|
sab_self_debug_claude_opus_4_1__claude_opus_4_1_20250805
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 0
| 0
| 1
| 1
| 1
| 0
| 1
| 1
| 0
|
sab_self_debug_claude_opus_4_1_high__claude_opus_4_1_20250805_high
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 0
| 1
| 0
|
sab_self_debug_claude_sonnet_4_5__claude_sonnet_4_5_20250929
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 0
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 0
|
sab_self_debug_claude_sonnet_4_5_high__claude_sonnet_4_5_20250929_high
| 1
| 1
| 0
| 1
| 1
| 1
| 1
| 1
| 0
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
|
sab_self_debug_ds_v3__together_ai/deepseek_ai/deepseek_v3
| 1
| 1
| 0
| 1
| 1
| 1
| 1
| 1
| 0
| 0
| 1
| 1
| 0
| 1
| 1
| 0
| 1
| 1
| 1
| 1
| 0
| 1
| 1
| 0
|
sab_self_debug_gemini_2_0_flash__gemini/gemini_20_flash
| 1
| 0
| 1
| 1
| 1
| 1
| 1
| 1
| 0
| 0
| 1
| 0
| 0
| 1
| 1
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 0
| 0
|
sab_self_debug_gemini_2_5_pro__gemini/gemini_25_pro_preview_03_25
| 1
| 0
| 1
| 1
| 1
| 0
| 1
| 1
| 0
| 0
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 0
|
sab_self_debug_gpt_5_medium__gpt_5_2025_08_07_medium
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 0
| 1
| 1
| 1
| 0
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 1
| 0
|
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