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About this paper
Martin Ritzert
The authors introduce a living graph-learning leaderboard organizing published results by dataset, based on a 15 October 2026 snapshot of 27,723 results from 885 peer-reviewed papers across 111 datasets. In the analyzed corpus, 67.1% of papers had at least one significantly better same-name result recorded by publication; this comparison assumes, but cannot guarantee, compatibility.
Summary by alphaXiv.
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