Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs
Paper • 2406.16860 • Published • 63
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The dataset generation failed
Error code: DatasetGenerationError
Exception: ArrowInvalid
Message: Failed to parse string: '[[578.4810791016, 478.0947570801, 637.617980957, 557.1671142578], [859.8265991211, 436.9987182617, 948.9993286133, 524.0029296875], [1098.4392089844, 519.5250244141, 1116.3254394531, 560.0770263672]]' as a scalar of type double
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 623, 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 2293, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2246, in cast_table_to_schema
arrays = [
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2247, in <listcomp>
cast_array_to_feature(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1796, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1796, in <listcomp>
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2103, in cast_array_to_feature
return array_cast(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1798, in wrapper
return func(array, *args, **kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1950, in array_cast
return array.cast(pa_type)
File "pyarrow/array.pxi", line 996, in pyarrow.lib.Array.cast
File "/src/services/worker/.venv/lib/python3.9/site-packages/pyarrow/compute.py", line 404, in cast
return call_function("cast", [arr], options, memory_pool)
File "pyarrow/_compute.pyx", line 590, in pyarrow._compute.call_function
File "pyarrow/_compute.pyx", line 385, in pyarrow._compute.Function.call
File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status
File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status
pyarrow.lib.ArrowInvalid: Failed to parse string: '[[578.4810791016, 478.0947570801, 637.617980957, 557.1671142578], [859.8265991211, 436.9987182617, 948.9993286133, 524.0029296875], [1098.4392089844, 519.5250244141, 1116.3254394531, 560.0770263672]]' as a scalar of type double
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 1438, 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 1050, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, 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 1742, 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 1898, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
index int64 | image string | question string | prompt string | answer string | category string | image_path string | source string | source_dataset string | source_filename string | target_class null | target_size null | bbox null | split string | A string | B string | C float64 | D float64 | E float64 | F float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | /9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAEAAQADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIh... | How many organs are in the image? | How many organs are in the image? Select from the following choices.
A 3
B 2
C 1
D 0 | C | Count | img/2D/count/ade20k_10.png | ADE20K | ADE20K Validation Set | ADE_val_00000248.jpg | null | null | null | 2D | 3 | 2 | 1 | 0 | null | null |
1 | /9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAKrBAADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIh... | How many cushions are in the image? | How many cushions are in the image? Select from the following choices.
A 4
B 5
C 8
D 0
E 6
F 7 | E | Count | img/2D/count/ade20k_100.png | ADE20K | ADE20K Validation Set | ADE_val_00001168.jpg | null | null | null | 2D | 4 | 5 | 8 | 0 | 6 | 7 |
2 | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | How many table lamps are in the image? | How many table lamps are in the image? Select from the following choices.
A 0
B 2
C 1
D 3 | C | Count | img/2D/count/ade20k_101.png | ADE20K | ADE20K Validation Set | ADE_val_00001170.jpg | null | null | null | 2D | 0 | 2 | 1 | 3 | null | null |
3 | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | How many curtains are in the image? | How many curtains are in the image? Select from the following choices.
A 2
B 0
C 3
D 1 | D | Count | img/2D/count/ade20k_102.png | ADE20K | ADE20K Validation Set | ADE_val_00001171.jpg | null | null | null | 2D | 2 | 0 | 3 | 1 | null | null |
4 | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | How many pictures are in the image? | How many pictures are in the image? Select from the following choices.
A 3
B 2
C 0
D 1 | D | Count | img/2D/count/ade20k_104.png | ADE20K | ADE20K Validation Set | ADE_val_00001179.jpg | null | null | null | 2D | 3 | 2 | 0 | 1 | null | null |
5 | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | How many beds are in the image? | How many beds are in the image? Select from the following choices.
A 2
B 1
C 0
D 3 | B | Count | img/2D/count/ade20k_105.png | ADE20K | ADE20K Validation Set | ADE_val_00001183.jpg | null | null | null | 2D | 2 | 1 | 0 | 3 | null | null |
6 | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | How many walls are in the image? | How many walls are in the image? Select from the following choices.
A 1
B 3
C 0
D 2 | A | Count | img/2D/count/ade20k_107.png | ADE20K | ADE20K Validation Set | ADE_val_00001194.jpg | null | null | null | 2D | 1 | 3 | 0 | 2 | null | null |
7 | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | How many televisions are in the image? | How many televisions are in the image? Select from the following choices.
A 3
B 1
C 2
D 0 | B | Count | img/2D/count/ade20k_108.png | ADE20K | ADE20K Validation Set | ADE_val_00001195.jpg | null | null | null | 2D | 3 | 1 | 2 | 0 | null | null |
8 | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | How many chests are in the image? | How many chests are in the image? Select from the following choices.
A 3
B 1
C 2
D 0 | B | Count | img/2D/count/ade20k_109.png | ADE20K | ADE20K Validation Set | ADE_val_00000245.jpg | null | null | null | 2D | 3 | 1 | 2 | 0 | null | null |
9 | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | How many walls are in the image? | How many walls are in the image? Select from the following choices.
A 1
B 0
C 3
D 4
E 2 | E | Count | img/2D/count/ade20k_11.png | ADE20K | ADE20K Validation Set | ADE_val_00000250.jpg | null | null | null | 2D | 1 | 0 | 3 | 4 | 2 | null |
End of preview.
Dataset Card for Dataset Name
This is the re-formatted version of the CV-Bench dataset, it is used for the VLM-EvalKit.
Dataset Details
Dataset Description
- Curated by: Cambrian-1
- Formatted by: Mao Song
Dataset Sources [optional]
- Repository: CV-Bench
- Paper [optional]: Cambrian-1
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