Quantum-based subgraph convolutional neural networks

Benchmark Model Rank Results
graph-classification-on-mutagQS-CNNs (Quantum Walk)–Accuracy: 93.13%Accuracy (10-fold): 93.13
graph-classification-on-proteinsDS-CNNs (Random Walk)–Accuracy: 78.35%
graph-classification-on-proteinsQS-CNNs (Quantum Walk)–Accuracy: 78.80%