Datasets:

miracle10
/

DwT_drawio

Exception:    SplitsNotFoundError
Message:      The split names could not be parsed from the dataset config.
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 286, in get_dataset_config_info
                  for split_generator in builder._split_generators(
                                         ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/folder_based_builder/folder_based_builder.py", line 192, in _split_generators
                  raise ValueError(f"Found metadata files with different extensions: {list(metadata_ext)}")
              ValueError: Found metadata files with different extensions: ['.jsonl', '.csv']
              
              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/split_names.py", line 65, in compute_split_names_from_streaming_response
                  for split in get_dataset_split_names(
                               ^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 340, in get_dataset_split_names
                  info = get_dataset_config_info(
                         ^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 291, in get_dataset_config_info
                  raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
              datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.

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Draw with Thought Plot2XML Gold Annotations

This dataset package contains 247 scientific diagram images paired with editable draw.io / mxGraph XML annotations produced in the local Draw with Thought reproduction project.

Repository target: miracle10/DwT_drawio

images/       Original PNG diagrams
drawio/       Refined editable draw.io XML annotations
records/      Per-item annotation metadata
metrics/      Proxy quality metrics
previews/     Contact-sheet previews
metadata.csv  Dataset index

Annotation Notes

Each .drawio file is valid mxGraph XML.
Records were refined after visual review and marked gold.
The annotation process was Codex subagent-assisted. Set a concrete model name in metadata only when the publisher can verify the hosted model used.
Source raster images are not embedded inside the draw.io XML.
Quality metrics are proxy scores for triage, not a replacement for human visual review.

Metrics Snapshot

The refined metric outputs are available under metrics/. They include XML validity, structural richness, text richness, style richness, layout fit, source-complexity fit, edge topology, and an aggregate score.

License and Rights

The source images came from the local user-provided dataset. Before publishing publicly, confirm that you have redistribution rights for the original images. If rights are uncertain, publish a private Hugging Face dataset or publish only the annotation XML and metadata.

Citation

Please cite the original Draw with Thought paper:

@article{cui2025draw,
  title={Draw with Thought: Unleashing Multimodal Reasoning for Scientific Diagram Generation},
  author={Cui, Zhiqing and Yuan, Jiahao and Wang, Hanqing and Li, Yanshu and Du, Chenxu and Ding, Zhenglong},
  journal={arXiv preprint arXiv:2504.09479},
  year={2025},
  url={https://arxiv.org/abs/2504.09479}
}

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Paper for miracle10/DwT_drawio

Draw with Thought: Unleashing Multimodal Reasoning for Scientific Diagram Generation

Paper • 2504.09479 • Published Apr 13, 2025