|
--- |
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task_categories: |
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- graph-ml |
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size_categories: |
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- 1M<n<10M |
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tags: |
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- lrgb |
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--- |
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|
|
# `voc_superpixels_edge_wt_region_boundary_30` |
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### Dataset Summary |
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|
|
| Dataset | Domain | Task | Node Feat. (dim) | Edge Feat. (dim) | Perf. Metric | |
|
|---|---|---|---|---|---| |
|
| PascalVOC-SP| Computer Vision | Node Prediction | Pixel + Coord (14) | Edge Weight (1 or 2) | macro F1 | |
|
|
|
| Dataset | # Graphs | # Nodes | μ Nodes | μ Deg. | # Edges | μ Edges | μ Short. Path | μ Diameter |
|
|---|---:|---:|---:|:---:|---:|---:|---:|---:| |
|
| PascalVOC-SP| 11,355 | 5,443,545 | 479.40 | 5.65 | 30,777,444 | 2,710.48 | 10.74±0.51 | 27.62±2.13 | |
|
|
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## Additional Information |
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|
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### Dataset Curators |
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|
|
* Vijay Prakash Dwivedi ([vijaydwivedi75](https://github.com/vijaydwivedi75)) |
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|
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### Licensing Information |
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|
|
[Custom License](http://host.robots.ox.ac.uk/pascal/VOC/voc2011/index.html) for Pascal VOC 2011 (respecting Flickr terms of use) |
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|
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### Citation Information |
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|
|
``` |
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@article{dwivedi2022LRGB, |
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title={Long Range Graph Benchmark}, |
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author={Dwivedi, Vijay Prakash and Rampášek, Ladislav and Galkin, Mikhail and Parviz, Ali and Wolf, Guy and Luu, Anh Tuan and Beaini, Dominique}, |
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journal={arXiv:2206.08164}, |
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year={2022} |
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} |
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``` |
