is there any plan to add dynamic or temporal graph dataset for benchmark evaluation?
hanzhichao2000 opened this issue · 3 comments
in this article, the author said "We are now working on creating new dynamic graph datasets and tasks as part of the Open Graph Benchmark."
is there any progress?
Yes, that's ongoing. We will let you know once we reach there (hopefully in the next few months).
Hi @weihua916, I may have just the thing ready for these tasks. The graphs I have mentioned in this other issue are released in permalinks every month or so, so you have this rather large list of evolving graphs with many checkpoints. Several of these graphs have both node and edge labels and have features associated with both nodes, node types and edges.
Possibly they just might do the trick, and since these graphs are actively used in research, getting good predictions would be readily useful to the team at Berkeley that develops them.
Our TGB paper is online: https://arxiv.org/abs/2307.01026