Graph Classification on PROTEINS TU (test)
75.5AccuracyQ-WL-RF
Evaluation Results
| Method | Links | |
|---|---|---|
| Q-WL-RFArchitecture Category=Ours2025.08 | 75.5 | |
| GraphGPSArchitecture Category=Graph Transformers2025.08 | 74.5 | |
| AD-GCL-OPTSupervision=Unsupervised, Downstream Classifier=Linear2021.06 | 73.81 | |
| AD-GCL-FIXSupervision=Unsupervised, Downstream Classifier=Linear2021.06 | 73.59 | |
| GIN+Architecture Category=GNNs2025.08 | 73.4 | |
| NAD-GCL-OPTSupervision=Unsupervised, Downstream Classifier=Linear2021.06 | 73.18 | |
| GraphCLSupervision=Unsupervised, Downstream Classifier=Linear2021.06 | 72.86 | |
| NAD-GCL-FIXSupervision=Unsupervised, Downstream Classifier=Linear2021.06 | 72.81 | |
| InfoGraphSupervision=Unsupervised, Downstream Classifier=Linear2021.06 | 72.57 | |
| WLArchitecture Category=Kernel2025.08 | 72.5 | |
| F-GINSupervision=Fully-supervised, Downstream Classifier=Linear2021.06 | 72.39 | |
| GCN+Architecture Category=GNNs2025.08 | 70 | |
| ExphormerArchitecture Category=Graph Transformers2025.08 | 69.4 | |
| RU-GINSupervision=Unsupervised, Downstream Classifier=Linear2021.06 | 69.03 |