Graph Classification on RDT-M5K (test)
57.22AccuracySpecMatch-CL
Evaluation Results
| Method | Links | |
|---|---|---|
| SpecMatch-CLtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.11 | 57.22 | |
| CuCotraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.11 | 56.49 | |
| MSSGCLtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.11 | 56.17 | |
| JOAO V2training_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.11 | 56.03 | |
| GraphCLtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.11 | 55.99 | |
| SimGRACEtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.11 | 55.91 | |
| JOAOtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.11 | 55.74 | |
| InfoGraphtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.11 | 53.46 | |
| graph2vectraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.11 | 47.86 | |
| WLtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.11 | 46.06 | |
| DGKtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.11 | 41.27 | |
| sub2vectraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.11 | 36.68 | |
| node2vectraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.11 | 31.09 |