11:12
2026-07-15
glnbench.github.io
machine-learning
GLNBench – Benchmarked GNNs under label noise and found they collapse
A new benchmark, GLNBench, reveals that graph neural networks (GNNs) collapse under label noise when using strong backbones, with geometry-based methods like ERASE and UnionNET suffering rank collapse…