SauravMaheshkar
commited on
Commit
•
5d12ae0
1
Parent(s):
92f3f19
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_only_feat_30`
|
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 |
+
```
|