OpenGT benchmarks 16 graph models on 14 datasets, finding graph transformers excel on heterophilous graphs, though several observations are not robustly supported.
Benchmarking positional encodings for gnns and graph transformers.arXiv preprint arXiv:2411.12732, 2024
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OpenGT: A Comprehensive Benchmark For Graph Transformers
OpenGT benchmarks 16 graph models on 14 datasets, finding graph transformers excel on heterophilous graphs, though several observations are not robustly supported.