You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
# Standard graph-learning benchmarks earn poor marks: <spanstyle="font-weight: lighter; font-style: italic">New dataset-evaluation framework raises concerns about how the field measures progress</span>
9
-
10
-
**By: [Emily Simons](https://emsimons.github.io/me/) | July 2025**
11
-
12
8
While the field of graph-learning has not yet come of age (by Hobbit standards), the forthcoming story will be reminiscent of Bilbo Baggins’ eleventy-first birthday bash: There will be some goodbyes, the bestowal of powerful rings (yes, rings *plural*), and the beginnings of a noble pursuit — aided by some (mathematical) wizardry. Buckle up.
0 commit comments