Graph Classification on NCI1 TU (unsupervised)
80.7AccuracyHTG-GCL
Evaluation Results
| Method | Links | |
|---|---|---|
| HTG-GCLlearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.11 | 80.7 | |
| CellCLATlearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.11 | 79.4 | |
| SimGRACElearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.11 | 79.1 | |
| DRGCLlearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.11 | 78.7 | |
| JOAOv2learning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.11 | 78.4 | |
| HTMLlearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.11 | 78.2 | |
| JOAOlearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.11 | 78.1 | |
| RGCLlearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.11 | 78.1 | |
| GraphCLlearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.11 | 77.9 | |
| InfoGraphlearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.11 | 76.2 | |
| ADGCLlearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.11 | 73.9 | |
| graph2veclearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.11 | 73.2 | |
| node2veclearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.11 | 54.9 | |
| sub2veclearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.11 | 52.8 |