Capsule Neural Networks for Graph Classification using Explicit Tensorial Graph Representations

Benchmark Model Rank Results
graph-classification-on-ddBC + Capsules–Accuracy: 74.86%
graph-classification-on-enzymesBC + Capsules–Accuracy: 27%
graph-classification-on-mutagBC + Capsules–Accuracy: 88.9%
graph-classification-on-nci1BC + Capsules–Accuracy: 65.9%
graph-classification-on-nci109BC + Capsules–Accuracy: 58.04
graph-classification-on-proteinsBC + Capsules–Accuracy: 74.1%
graph-classification-on-ptcBC + Capsules–Accuracy: 69%