Graph Classification on IMDB-M Social (10-fold cross-validation)
52.64AccuracyHi-GMAE-F
Evaluation Results
| Method | Links | |
|---|---|---|
| Hi-GMAE-FEncoder Type=Fi-Co, Learning Paradigm=Generative2024.05 | 52.64 | |
| GCMAELearning Paradigm=Generative2024.05 | 52.49 | |
| GINLearning Paradigm=Supervised2024.05 | 52.3 | |
| Hi-GMAE-GEncoder Type=GNN, Learning Paradigm=Generative2024.05 | 51.93 | |
| GraphMAE2Learning Paradigm=Generative2024.05 | 51.8 | |
| AUG-MAELearning Paradigm=Generative2024.05 | 51.8 | |
| S2GAELearning Paradigm=Generative2024.05 | 51.79 | |
| GraphMAELearning Paradigm=Generative2024.05 | 51.63 | |
| InfoGCLLearning Paradigm=Contrastive2024.05 | 51.4 | |
| DiffPoolLearning Paradigm=Supervised2024.05 | 51.3 | |
| SimGRACELearning Paradigm=Contrastive2024.05 | 50.8 | |
| AD-GCLLearning Paradigm=Contrastive2024.05 | 49.89 | |
| InfographLearning Paradigm=Contrastive2024.05 | 49.69 | |
| GCCLearning Paradigm=Contrastive2024.05 | 49.4 | |
| JOAOLearning Paradigm=Contrastive2024.05 | 49.2 | |
| DRGCLLearning Paradigm=Contrastive2024.05 | 48.8 | |
| GraphCLLearning Paradigm=Contrastive2024.05 | 48.58 |