Datasets:
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Update cleaned 3DQA dataset
Browse files- .gitattributes +61 -0
- README.md +64 -0
- test.jsonl +0 -0
- trainval.jsonl +3 -0
.gitattributes
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# Audio files - uncompressed
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trainval.jsonl filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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license: mit
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language:
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- en
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pretty_name: Mesh2QA ScanNet 3D Question Answering
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task_categories:
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- question-answering
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tags:
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- 3d
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- visual-question-answering
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- scannet
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- mesh2qa
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size_categories:
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- 10K<n<100K
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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: trainval.jsonl
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- split: test
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path: test.jsonl
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---
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# 3D Question Answering ScanNet Export
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This dataset card publishes a Hugging Face Dataset Viewer-ready JSONL export for the
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[3D Question Answering](https://shuquanye.com/3DQA_website/) project by Shuquan Ye,
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Dongdong Chen, Songfang Han, and Jing Liao.
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Related links:
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- [Project page](https://shuquanye.com/3DQA_website/)
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- [arXiv](https://arxiv.org/abs/2112.08359v2)
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- [Code](https://github.com/pleaseconnectwifi/3DQA)
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- [Dataset repository](https://huggingface.co/datasets/pleaseconnectwifi/3DQA)
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## Splits
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- `train`: 9160 examples from `scene0000_00` through `scene0706_00`; this intentionally combines the original train and validation portion. Because some cloud files were lost, the train and validation split cannot be distinguished.
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- `test`: 902 examples from `scene0707_00` through `scene0806_00`.
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The split keeps the current project convention of using the ScanNet test scene block separately while publishing train and validation together.
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## Fields
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- `id`, `qakey`: example identifiers.
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- `scene_id`: ScanNet scene identifier.
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- `question_id`, `question`, `question_status`: question metadata.
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- `perspective_specific`, `camera`: viewpoint metadata for the question.
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- `answers`, `answer_confidences`, `answer_annotations`, `has_answer`: answer data and annotations.
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- `source`: original source metadata.
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## Citation
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If you use this dataset, please cite the original 3DQA paper:
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```bibtex
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@article{ye20213dqa,
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title = {3D Question Answering},
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author = {Ye, Shuquan and Chen, Dongdong and Han, Songfang and Liao, Jing},
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journal = {IEEE Transactions on Visualization and Computer Graphics},
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doi = {10.48550/arXiv.2112.08359},
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}
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```
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test.jsonl
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trainval.jsonl
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version https://git-lfs.github.com/spec/v1
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oid sha256:2735a61d9aaaa7006fa3dfbbed5513d74fe53495660aa6b5aa155721f4f7aee9
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size 9095308
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