|
--- |
|
task_categories: |
|
- graph-ml |
|
size_categories: |
|
- 1M<n<10M |
|
tags: |
|
- lrgb |
|
license: cc-by-4.0 |
|
dataset_info: |
|
features: |
|
- name: x |
|
dtype: int64 |
|
- name: edge_index |
|
dtype: int64 |
|
- name: edge_attr |
|
dtype: int64 |
|
- name: y |
|
dtype: int64 |
|
splits: |
|
- name: train |
|
num_bytes: 3625184 |
|
num_examples: 113287 |
|
- name: val |
|
num_bytes: 160032 |
|
num_examples: 5001 |
|
- name: test |
|
num_bytes: 160032 |
|
num_examples: 5001 |
|
download_size: 3252505 |
|
dataset_size: 3945248 |
|
--- |
|
|
|
# `coco_superpixels_edge_wt_region_boundary_10` |
|
|
|
### Dataset Summary |
|
|
|
| Dataset | Domain | Task | Node Feat. (dim) | Edge Feat. (dim) | Perf. Metric | |
|
|---|---|---|---|---|---| |
|
| COCO-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 |
|
|---|---:|---:|---:|:---:|---:|---:|---:|---:| |
|
| COCO-SP | 123,286 | 58,793,216 | 476.88 | 5.65 | 332,091,902 | 2,693.67 | 10.66±0.55 | 27.39±2.14 | |
|
|
|
## Additional Information |
|
|
|
### Dataset Curators |
|
|
|
* Vijay Prakash Dwivedi ([vijaydwivedi75](https://github.com/vijaydwivedi75)) |
|
|
|
### Citation Information |
|
|
|
``` |
|
@article{dwivedi2022LRGB, |
|
title={Long Range Graph Benchmark}, |
|
author={Dwivedi, Vijay Prakash and Rampášek, Ladislav and Galkin, Mikhail and Parviz, Ali and Wolf, Guy and Luu, Anh Tuan and Beaini, Dominique}, |
|
journal={arXiv:2206.08164}, |
|
year={2022} |
|
} |
|
``` |
