GraphNetz: Statistical Benchmarking of Graph Neural Networks with Paired Tests and Rank Aggregation

Kleyton da Costa, Bernardo Modenesi

Graph Neural Networks (GNNs) benchmarks often report single point estimates, even when performance differences are small relative to variation across random seeds, train/test split…