Provably Powerful Graph Networks

Benchmark Model Rank Results
graph-classification-on-collabPPGN#5Accuracy: 81.38%
graph-classification-on-imdb-bPPGN#36Accuracy: 72.6%
graph-classification-on-imdb-mPPGN#23Accuracy: 50%
graph-classification-on-mutagPPGN#15Accuracy: 90.55%
graph-classification-on-nci1PPGN#24Accuracy: 83.19%
graph-classification-on-nci109PPGN#14Accuracy: 82.23
graph-classification-on-proteinsPPGN#28Accuracy: 77.20%
graph-classification-on-ptcPPGN#16Accuracy: 66.17%
graph-regression-on-zinc-500k3WLGNN#31MAE: 0.303