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JingyuSun
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counterfactual-vlm-benchmark-data

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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
benchmark: string
subset: string
group: string
subcategory: string
source_variant: string
count_attribute: string
edit_type: string
original_path: string
cf_path: string
original_source_path: string
cf_source_path: string
pair_key: string
output_size: list<item: int64>
  child 0, item: int64
output_format: string
resize_policy: string
normal_count: int64
cf_count: int64
biased_count: int64
count_direction: string
question_group_id: string
prior_statement: string
display_name: string
image_path: string
target_region_key: null
schema_version: string
pair_id: string
sample_id: string
image_role: string
prompt_key: string
category: string
target_part_key: null
prompt_mode: string
to
{'schema_version': Value('string'), 'benchmark': Value('string'), 'sample_id': Value('string'), 'pair_id': Value('string'), 'image_path': Value('string'), 'image_role': Value('string'), 'category': Value('string'), 'subcategory': Value('string'), 'source_variant': Value('string'), 'prompt_key': Value('string'), 'prompt_mode': Value('string'), 'target_region_key': Value('null'), 'target_part_key': Value('null')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1779, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 609, in wrapped
                  for item in generator(*args, **kwargs):
                              ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 299, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 128, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              benchmark: string
              subset: string
              group: string
              subcategory: string
              source_variant: string
              count_attribute: string
              edit_type: string
              original_path: string
              cf_path: string
              original_source_path: string
              cf_source_path: string
              pair_key: string
              output_size: list<item: int64>
                child 0, item: int64
              output_format: string
              resize_policy: string
              normal_count: int64
              cf_count: int64
              biased_count: int64
              count_direction: string
              question_group_id: string
              prior_statement: string
              display_name: string
              image_path: string
              target_region_key: null
              schema_version: string
              pair_id: string
              sample_id: string
              image_role: string
              prompt_key: string
              category: string
              target_part_key: null
              prompt_mode: string
              to
              {'schema_version': Value('string'), 'benchmark': Value('string'), 'sample_id': Value('string'), 'pair_id': Value('string'), 'image_path': Value('string'), 'image_role': Value('string'), 'category': Value('string'), 'subcategory': Value('string'), 'source_variant': Value('string'), 'prompt_key': Value('string'), 'prompt_mode': Value('string'), 'target_region_key': Value('null'), 'target_part_key': Value('null')}
              because column names don't match
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1342, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 907, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1832, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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schema_version
string
benchmark
string
sample_id
string
pair_id
string
image_path
string
image_role
string
category
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subcategory
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source_variant
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prompt_key
string
prompt_mode
string
target_region_key
null
target_part_key
null
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End of preview.

Counterfactual VLM Benchmark Data

This dataset repository contains the data payload for the Counterfactual VLM Benchmark.

Uploaded at: 20260520T092554Z

Use this dataset together with the GitHub repository. From the repository root, run:

python scripts/download_hf_dataset.py \
  --repo-id JingyuSun/counterfactual-vlm-benchmark-data \
  --local-dir .

Contents 

dataset/                         Original images for non-medical benchmarks
cf_dataset/                      Counterfactual images and question JSON files
vision_dataset/                  Generated visual evidence
medical/modality_swapping/        Medical question JSON and generated medical visualizations, if included
eval_results/*/metadata/          Runtime metadata and evidence manifests needed by evaluators
MANIFEST.json                     Release manifest and payload summary

Not Included

This release intentionally does not include:

  • eval_results/*/raw_runs, reports, tables, figures, or raw API outputs
  • BraTS source NIfTI files under medical/BraTS2023_GLI/
  • API keys, provider caches, or local environment files

The included eval_results/*/metadata/ directories are lightweight runtime artifacts used by the evaluation scripts. They are included so a fresh GitHub checkout plus this dataset payload has the same directory layout expected by the benchmark runners.

Size Summary

Total files: 45383

Total size: 6.3GB

Medical Data Note

BraTS source data is not redistributed. Any medical generated images in this dataset should be used only under the relevant source-data license constraints.
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