Datasets:
Commit
•
387ca88
1
Parent(s):
083d776
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,38 @@
|
|
| 1 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2 |
license: cc-by-4.0
|
| 3 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
+
task_categories:
|
| 3 |
+
- graph-ml
|
| 4 |
+
size_categories:
|
| 5 |
+
- 1M<n<10M
|
| 6 |
+
tags:
|
| 7 |
+
- lrgb
|
| 8 |
license: cc-by-4.0
|
| 9 |
---
|
| 10 |
+
|
| 11 |
+
# `coco_superpixels_edge_wt_region_boundary_10`
|
| 12 |
+
|
| 13 |
+
### Dataset Summary
|
| 14 |
+
|
| 15 |
+
| Dataset | Domain | Task | Node Feat. (dim) | Edge Feat. (dim) | Perf. Metric |
|
| 16 |
+
|---|---|---|---|---|---|
|
| 17 |
+
| COCO-SP | Computer Vision | Node Prediction | Pixel + Coord (14) | Edge Weight (1 or 2) | macro F1 |
|
| 18 |
+
|
| 19 |
+
| Dataset | # Graphs | # Nodes | μ Nodes | μ Deg. | # Edges | μ Edges | μ Short. Path | μ Diameter
|
| 20 |
+
|---|---:|---:|---:|:---:|---:|---:|---:|---:|
|
| 21 |
+
| 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 |
|
| 22 |
+
|
| 23 |
+
## Additional Information
|
| 24 |
+
|
| 25 |
+
### Dataset Curators
|
| 26 |
+
|
| 27 |
+
* Vijay Prakash Dwivedi ([vijaydwivedi75](https://github.com/vijaydwivedi75))
|
| 28 |
+
|
| 29 |
+
### Citation Information
|
| 30 |
+
|
| 31 |
+
```
|
| 32 |
+
@article{dwivedi2022LRGB,
|
| 33 |
+
title={Long Range Graph Benchmark},
|
| 34 |
+
author={Dwivedi, Vijay Prakash and Rampášek, Ladislav and Galkin, Mikhail and Parviz, Ali and Wolf, Guy and Luu, Anh Tuan and Beaini, Dominique},
|
| 35 |
+
journal={arXiv:2206.08164},
|
| 36 |
+
year={2022}
|
| 37 |
+
}
|
| 38 |
+
```
|