Datasets:
添加数据集说明卡片
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README.md
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configs:
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- config_name: default
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data_files:
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- split: train
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path: data/train-*
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license: mit
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task_categories:
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- visual-question-answering
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language:
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- zh
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- en
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tags:
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- spatial-reasoning
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- blender
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- synthetic
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- vision-language
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pretty_name: 合成空间视觉语言问答数据集
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size_categories:
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- 1K<n<100K
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# 合成空间视觉语言问答数据集
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自动从Blender场景数据集生成。每个示例包含一张图片和一个问答对,用于探测**度量**(数值)和**关系**(真/假)空间推理技能。
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* **图像**: 使用Blender渲染(1000个场景,每个5个随机基元,随机相机和光照)。
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* **元数据**: 对象名称、位置、缩放、颜色、材质标志。
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* **问题**: 每张图片10个,从手工制作的模板中抽取,涵盖:
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* 欧几里得/水平/垂直距离查询
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* 对象宽度查询
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* 相对于相机的前/后谓词
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距离以Blender场景单位表示,四舍五入到1厘米精度。
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## 字段
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| 字段 | 类型 | 描述 |
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|---------|---------|-------------------------------------|
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| image | image | 渲染的场景 |
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| question| string | 自然语言查询 |
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| answer | string | 真实答案 |
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## 引用
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```
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@misc{synthetic_spatialvlm_qa,
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title = {合成空间视觉语言问答数据集},
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author = {<您的姓名>},
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year = 2025,
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url = {https://huggingface.co/datasets/Litian2002/spatialvlm_qa}
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}
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```
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