@article{positiongraphlearningwillloserelevance, title = {Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks}, author = {Maya Bechler-Speicher and Ben Finkelshtein and Fabrizio Frasca and Luis Müller and Jan Tönshoff and Antoine Siraudin and Viktor Zaverkin and Michael M. Bronstein and Mathias Niepert and Bryan Perozzi and Mikhail Galkin and Christopher Morris}, year = {2025}, eprint = {2502.14546}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.14546v1}, }