An End-to-End Deep Learning Architecture for Graph Classification

Benchmark Model Rank Results
graph-classification-on-collabDGCNN#26Accuracy: 73.76%
graph-classification-on-collabDGCNN (sum)#30Accuracy: 69.45%
graph-classification-on-ddDGCNN#18Accuracy: 79.37%
graph-classification-on-ddDGCNN (sum)#22Accuracy: 78.72%
graph-classification-on-imdb-bDGCNN#42Accuracy: 70.03%
graph-classification-on-imdb-bDGCNN (sum)#44Accuracy: 51.69%
graph-classification-on-imdb-mDGCNN#30Accuracy: 47.83%
graph-classification-on-imdb-mDGCNN (sum)#32Accuracy: 42.76%
graph-classification-on-mutagDGCNN#53Accuracy: 85.83%
graph-classification-on-nci1DGCNN (sum)#57Accuracy: 69.00%
graph-classification-on-proteinsDGCNN#44Accuracy: 76.26%