DiffWire: Inductive Graph Rewiring via the Lovász Bound

Benchmark Model Rank Results
graph-classification-on-collabDiffWire#27Accuracy: 72.24%
graph-classification-on-collabCT-Layer#29Accuracy: 69.87%
graph-classification-on-collabGAP-Layer (Ncut)#33Accuracy: 65.89%
graph-classification-on-collabGAP-Layer (Rcut)#34Accuracy: 64.47%
graph-classification-on-imdb-binaryGAP-Layer (Rcut)#4Accuracy: 69.93
graph-classification-on-imdb-binaryCT-Layer#5Accuracy: 69.84
graph-classification-on-imdb-binaryGAP-Layer (Ncut)#6Accuracy: 68.8
graph-classification-on-mutagCT-Layer#40Accuracy: 87.58%
graph-classification-on-mutagGAP-Layer (Rcut)#46Accuracy: 86.9%
graph-classification-on-mutagGAP-Layer (Ncut)#47Accuracy: 86.9%
graph-classification-on-proteinsCT-Layer#56Accuracy: 75.38%
graph-classification-on-proteinsGAP-Layer (Ncut)#58Accuracy: 75.34%
graph-classification-on-proteinsGAP-Layer (Rcut)#61Accuracy: 75.03%
graph-classification-on-proteinsDiffWire#63Accuracy: 74.91%
graph-classification-on-reddit-binaryCT-Layer#6Accuracy: 78.45
graph-classification-on-reddit-binaryGAP-Layer (Rcut)#7Accuracy: 77.63
graph-classification-on-reddit-binaryDiffWire#8Accuracy: 77.17
graph-classification-on-reddit-binaryGAP-Layer (Ncut)#9Accuracy: 76
node-classification-on-actorCT-Layer#42Accuracy: 31.98
node-classification-on-actorCT-Layer (PE)#47Accuracy: 29.35
node-classification-on-citeseerCT-Layer (PE)#34Accuracy: 72.26
node-classification-on-citeseerCT-Layer#52Accuracy: 66.71
node-classification-on-coraCT-Layer (PE)#29Accuracy: 83.66%
node-classification-on-coraCT-Layer#58Accuracy: 67.96%
node-classification-on-cornellCT-Layer#39Accuracy: 69.04
node-classification-on-cornellCT-Layer (PE)#42Accuracy: 58.02
node-classification-on-pubmedCT-Layer (PE)#15Accuracy: 86.07
node-classification-on-pubmedCT-Layer#53Accuracy: 68.19
node-classification-on-wisconsinCT-Layer#41Accuracy: 79.05
node-classification-on-wisconsinCT-Layer (PE)#44Accuracy: 69.25