ResearchBenchmarksHypergraph Generation on ModelNet40 BookshelfHypergraph Generation on ModelNet40 BookshelfFollow69.73Number of NodesHYGENE-2.789216.037934.86553.6921Aug 29, 2024Oct 14, 2024Nov 29, 2024Jan 14, 2025Mar 1, 2025Apr 16, 2025Jun 2, 2025Evaluation resultsMethodMethodLinksNumber of NodesAverage Node DegreeAverage Hyperedge SizeSpectral MetricHYGENE2024.0869.731.050.0346.8HYGENE2025.0669.73——6.8VAE2024.0847.456.191.5219VAE2025.0647.45——19HyperPA2024.088.0257.5620.0444.8HyperPA2025.068.025——4.8FAHNES2025.060.135——2.4GAN2024.080397.246.347.6Diffusion2024.08020.362.3467.9GAN2025.060——47.6Diffusion2025.060——7.9