TREE-G: Decision Trees Contesting Graph Neural Networks

Benchmark Model Rank Results
graph-classification-on-ddTREE-G#38Accuracy: 76.2%
graph-classification-on-enzymesTREE-G#28Accuracy: 59.6
graph-classification-on-hiv-datasetTREE-G#4Accuracy: 83.5
graph-classification-on-imdb-bTREE-G#34Accuracy: 73%
graph-classification-on-imdb-mTREE-G#3Accuracy: 56.4%
graph-classification-on-mutagTREE-G#12Accuracy: 91.1%
graph-classification-on-mutagenicityTREE-G#1Accuracy: 83
graph-classification-on-nci1TREE-G#46Accuracy: 75.9%
graph-classification-on-proteinsTREE-G#53Accuracy: 75.6
graph-classification-on-ptcTREE-G#30Accuracy: 59.1%
node-classification-on-citeseerTREE-G#22Accuracy: 74.5
node-classification-on-cora-fixed-20-node-perTREE-G#5Accuracy: 83.5
node-classification-on-pubmedTREE-G#46Accuracy: 78.0