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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 2 new columns ({'lung_nodule_25', 'lung_nodule'}) and 1 missing columns ({'vestibular_schwannoma'}).

This happened while the json dataset builder was generating data using

hf://datasets/shiym2000/LGS/luna16_cls_train.json (at revision 741996d76bbd9e133d239dae5ed0a67906eaed36), ['hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/cmda_cls_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/cmda_lgs_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/luna16_cls_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/luna16_lgs_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/rgcc_det_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/rgcc_lgs_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/rgcc_rg_train.json'], ['hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/cmda_cls_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/cmda_lgs_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/luna16_cls_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/luna16_lgs_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/rgcc_det_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/rgcc_lgs_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/rgcc_rg_train.json']

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/python3.14/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              id: string
              messages: list<item: struct<role: string, content: string>>
                child 0, item: struct<role: string, content: string>
                    child 0, role: string
                    child 1, content: string
              images: list<item: string>
                child 0, item: string
              image_size: list<item: int64>
                child 0, item: int64
              spacing: list<item: double>
                child 0, item: double
              lung_nodule: list<item: int64>
                child 0, item: int64
              lung_nodule_25: list<item: int64>
                child 0, item: int64
              label: int64
              to
              {'id': Value('string'), 'messages': List({'role': Value('string'), 'content': Value('string')}), 'images': List(Value('string')), 'image_size': List(Value('int64')), 'spacing': List(Value('float64')), 'vestibular_schwannoma': List(Value('int64')), 'label': Value('int64')}
              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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1839, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              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 2 new columns ({'lung_nodule_25', 'lung_nodule'}) and 1 missing columns ({'vestibular_schwannoma'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/shiym2000/LGS/luna16_cls_train.json (at revision 741996d76bbd9e133d239dae5ed0a67906eaed36), ['hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/cmda_cls_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/cmda_lgs_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/luna16_cls_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/luna16_lgs_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/rgcc_det_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/rgcc_lgs_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/rgcc_rg_train.json'], ['hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/cmda_cls_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/cmda_lgs_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/luna16_cls_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/luna16_lgs_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/rgcc_det_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/rgcc_lgs_train.json', 'hf://datasets/shiym2000/LGS@741996d76bbd9e133d239dae5ed0a67906eaed36/rgcc_rg_train.json']
              
              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.

id
string
messages
list
images
list
image_size
list
spacing
list
vestibular_schwannoma
list
label
int64
crossmoda_64_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_64_ceT1_39.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 279, 324, 252, 290 ]
1
crossmoda_64_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_64_ceT1_44.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 279, 324, 252, 290 ]
0
crossmoda_43_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_43_ceT1_34.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 274, 317, 279, 309 ]
1
crossmoda_43_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_43_ceT1_39.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 274, 317, 279, 309 ]
0
crossmoda_19_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_19_ceT1_34.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 180, 212, 278, 302 ]
1
crossmoda_19_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_19_ceT1_38.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 180, 212, 278, 302 ]
0
crossmoda_13_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_13_ceT1_41.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 301, 342, 278, 318 ]
1
crossmoda_13_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_13_ceT1_47.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 301, 342, 278, 318 ]
0
crossmoda_95_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_95_ceT1_35.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 167, 229, 256, 317 ]
1
crossmoda_95_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_95_ceT1_45.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 167, 229, 256, 317 ]
0
crossmoda_58_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_58_ceT1_41.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 276, 325, 242, 288 ]
1
crossmoda_58_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_58_ceT1_49.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 276, 325, 242, 288 ]
0
crossmoda_101_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_101_ceT1_38.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 207, 238, 284, 321 ]
1
crossmoda_101_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_101_ceT1_44.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 207, 238, 284, 321 ]
0
crossmoda_71_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_71_ceT1_37.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 304, 340, 275, 298 ]
1
crossmoda_71_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_71_ceT1_41.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 304, 340, 275, 298 ]
0
crossmoda_74_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_74_ceT1_31.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 174, 219, 253, 284 ]
1
crossmoda_74_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_74_ceT1_37.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 174, 219, 253, 284 ]
0
crossmoda_7_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_7_ceT1_36.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 184, 211, 264, 288 ]
1
crossmoda_7_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_7_ceT1_40.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 184, 211, 264, 288 ]
0
crossmoda_78_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_78_ceT1_32.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 205, 236, 246, 293 ]
1
crossmoda_78_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_78_ceT1_39.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 205, 236, 246, 293 ]
0
crossmoda_80_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_80_ceT1_36.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 158, 206, 268, 295 ]
1
crossmoda_80_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_80_ceT1_40.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 158, 206, 268, 295 ]
0
crossmoda_14_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_14_ceT1_37.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 289, 335, 278, 311 ]
1
crossmoda_14_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_14_ceT1_43.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 289, 335, 278, 311 ]
0
crossmoda_42_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_42_ceT1_26.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 186, 260, 233, 296 ]
1
crossmoda_42_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_42_ceT1_35.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 186, 260, 233, 296 ]
0
crossmoda_66_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_66_ceT1_34.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 273, 343, 266, 329 ]
1
crossmoda_66_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_66_ceT1_45.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 273, 343, 266, 329 ]
0
crossmoda_65_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_65_ceT1_29.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 182, 247, 264, 332 ]
1
crossmoda_65_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_65_ceT1_37.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 182, 247, 264, 332 ]
0
crossmoda_52_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_52_ceT1_32.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 180, 222, 260, 292 ]
1
crossmoda_52_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_52_ceT1_37.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 180, 222, 260, 292 ]
0
crossmoda_56_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_56_ceT1_42.jpg" ]
[ 512, 512, 160 ]
[ 0.41015625, 0.41015625, 1 ]
[ 322, 344, 240, 252 ]
1
crossmoda_56_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
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[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_40_ceT1_44.jpg" ]
[ 512, 512, 160 ]
[ 0.41015625, 0.41015625, 1 ]
[ 174, 194, 272, 288 ]
1
crossmoda_40_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_40_ceT1_48.jpg" ]
[ 512, 512, 160 ]
[ 0.41015625, 0.41015625, 1 ]
[ 174, 194, 272, 288 ]
0
crossmoda_41_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_41_ceT1_36.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 302, 350, 262, 297 ]
1
crossmoda_41_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_41_ceT1_41.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 302, 350, 262, 297 ]
0
crossmoda_21_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_21_ceT1_38.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 278, 327, 272, 304 ]
1
crossmoda_21_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_21_ceT1_44.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 278, 327, 272, 304 ]
0
crossmoda_77_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_77_ceT1_45.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 193, 217, 291, 318 ]
1
crossmoda_77_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_77_ceT1_49.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 193, 217, 291, 318 ]
0
crossmoda_105_ceT1_pos
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "Yes" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_105_ceT1_37.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 283, 329, 262, 294 ]
1
crossmoda_105_ceT1_neg
[ { "role": "user", "content": "<image>\nIs there any vestibular schwannoma in this image?\nAnswer only Yes or No." }, { "role": "assistant", "content": "No" } ]
[ "CrossMoDA2021/crossmoda_training_jpg/source_training/crossmoda_105_ceT1_41.jpg" ]
[ 512, 512, 120 ]
[ 0.41015625, 0.41015625, 1.5 ]
[ 283, 329, 262, 294 ]
0
End of preview.

Localization-Grounded Supervision: Revisiting Vanilla SFT of Large Vision-Language Models for Medical Image Analysis

This is the official dataset for LGS.

Source Dataset Links

Citation

TBD
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