Corrigendum: A Comprehensive Benchmark on Spectral GNNs: The Impact on Efficiency, Memory, and Effectiveness: Experiments & Analysis

Key Points

• This corrigendum aims to clarify and correct details in the original benchmarking article on spectral GNNs.
• Correction of previously published data related to efficiency, memory, and effectiveness of spectral GNNs.
• Review of benchmark analysis methodologies used in the original article.
• Updated benchmarks reflect changes in reported efficiency and memory use for spectral GNNs.
• Clarified definitions enhance understanding of effectiveness metrics in spectral GNN evaluations.

Abstract