Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks
Maya Bechler-Speicher, Ben Finkelshtein, Fabrizio Frasca, Luis Müller, Jan Tönshoff, Antoine Siraudin, Viktor Zaverkin, Michael M. Bronstein, Mathias Niepert, Bryan Perozzi, Mikhail Galkin, Christopher Morris
, , 2025.
Abstract
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BibTeX
@article{bechlerspeicher2025positiongraphlearninglose,
title = {Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks},
author = {Bechler-Speicher, Maya and Finkelshtein, Ben and Frasca, Fabrizio and Müller, Luis and Tönshoff, Jan and Siraudin, Antoine and Zaverkin, Viktor and Bronstein, Michael M. and Niepert, Mathias and Perozzi, Bryan and Galkin, Mikhail and Morris, Christopher},
year = {2025},
eprint = {2502.14546},
archiveprefix = {arXiv},
primaryclass = {cs.LG},
url = {https://arxiv.org/abs/2502.14546}
}