Strengthening structural baselines for graph classification using Local Topological Profile

Benchmark Model Rank Results
graph-classification-on-collabLocal Topological Profile (LTP)#16Accuracy: 79.4 ± 2.5Accuracy (10-fold): 79.4 ± 2.5
graph-classification-on-enzymesLocal Topological Profile (LTP)#44Accuracy: 42.5 ± 4.1Accuracy (10-fold): 42.5 ± 4.1
graph-classification-on-imdb-bLocal Topological Profile (LTP)#23Accuracy: 74.5 ± 4.3Accuracy (10-fold): 74.5 ± 4.3
graph-classification-on-imdb-binaryLocal Topological Profile (LTP)#1Accuracy: 74.5 ± 4.3Accuracy (10-fold): 74.5 ± 4.3
graph-classification-on-imdb-mLocal Topological Profile (LTP)#24Accuracy: 50.0 ± 4.6Accuracy (10-fold): 50.0 ± 4.6
graph-classification-on-nci1Local Topological Profile (LTP)#39Accuracy: 77.1 ± 3.7Accuracy (10-fold): 77.1 ± 3.7
graph-classification-on-proteinsLocal Topological Profile (LTP)#78Accuracy: 72.7 ± 4.2Accuracy (10 fold): 72.7 ± 4.2
graph-classification-on-reddit-bLocal Topological Profile (LTP)#6Accuracy: 91.1 ± 1.0Accuracy (10-fold): 91.1 ± 1.0
graph-classification-on-reddit-binaryLocal Topological Profile (LTP)#2Accuracy: 91.1 ± 1.0Accuracy (10-fold): 91.1 ± 1.0