Graph Classification on IMDB-B Social (10-fold cross-validation)
76.14AccuracyHi-GMAE-G
Evaluation Results
| Method | Links | |
|---|---|---|
| Hi-GMAE-GEncoder Type=GNN, Learning Paradigm=Generative2024.05 | 76.14 | |
| GCMAELearning Paradigm=Generative2024.05 | 75.78 | |
| S2GAELearning Paradigm=Generative2024.05 | 75.76 | |
| AUG-MAELearning Paradigm=Generative2024.05 | 75.56 | |
| GraphMAELearning Paradigm=Generative2024.05 | 75.52 | |
| Hi-GMAE-FEncoder Type=Fi-Co, Learning Paradigm=Generative2024.05 | 75.26 | |
| GINLearning Paradigm=Supervised2024.05 | 75.1 | |
| InfoGCLLearning Paradigm=Contrastive2024.05 | 75.1 | |
| GraphMAE2Learning Paradigm=Generative2024.05 | 73.88 | |
| InfographLearning Paradigm=Contrastive2024.05 | 73.03 | |
| DiffPoolLearning Paradigm=Supervised2024.05 | 72.6 | |
| GCCLearning Paradigm=Contrastive2024.05 | 72 | |
| DRGCLLearning Paradigm=Contrastive2024.05 | 72 | |
| RGCLLearning Paradigm=Contrastive2024.05 | 71.9 | |
| AD-GCLLearning Paradigm=Contrastive2024.05 | 71.49 | |
| SimGRACELearning Paradigm=Contrastive2024.05 | 71.3 | |
| GraphCLLearning Paradigm=Contrastive2024.05 | 71.14 | |
| JOAOLearning Paradigm=Contrastive2024.05 | 70.21 |