anonymousPaper5674/Property-Driven-GNN
Property-Driven GNN Benchmark A large-scale benchmark for evaluating the expressive power of Graph Neural Networks (GNNs) across 16 fundamental graph properties. This dataset accompanies the paper "Systematic Property-Driven Evaluation of GNN Expressiveness". Summary The benchmark contains 352 graph-classification datasets organized into two families: GraphRandom (176 datasets): graphs that either satisfy or randomly violate a given property. GraphPerturb (176… See the full description on the dataset page: https://huggingface.co/datasets/anonymousPaper5674/Property-Driven-GNN.
| Author / organization | anonymousPaper5674 |
|---|---|
| License (as declared) | cc-by-4.0 |
| Downloads | 162 (as reported by Hugging Face) |
| Likes | 0 |
| Created | 4 May 2026 |
| Last updated at source | 4 May 2026 |
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