Node Classification on DBLP* multi-label (test)
80.58Micro-F1PairE
Evaluation results
| Method | Links | |
|---|---|---|
| PairETrain ratio=30%, Learning Setting=Unsupervised2022.03 | 80.58 | |
| NodeETrain ratio=30%, Learning Setting=Unsupervised2022.03 | 80.05 | |
| SAGE-STrain ratio=30%, Learning Setting=Semi-supervised2022.03 | 79.86 | |
| GCNTrain ratio=30%, Learning Setting=Semi-supervised2022.03 | 79.53 | |
| SAGE-UTrain ratio=30%, Learning Setting=Unsupervised2022.03 | 79.52 | |
| DGITrain ratio=30%, Learning Setting=Unsupervised2022.03 | 78.34 | |
| PGETrain ratio=30%, Learning Setting=Semi-supervised2022.03 | 78.23 | |
| ARVGETrain ratio=30%, Learning Setting=Unsupervised2022.03 | 77.74 | |
| H2GCNTrain ratio=30%, Learning Setting=Semi-supervised2022.03 | 75.99 | |
| CANTrain ratio=30%, Learning Setting=Unsupervised2022.03 | 74.43 | |
| DeepWalkTrain ratio=30%, Learning Setting=Unsupervised2022.03 | 70 | |
| FAGCNTrain ratio=30%, Learning Setting=Semi-supervised2022.03 | 67.91 | |
| TransRTrain ratio=30%, Learning Setting=Unsupervised2022.03 | 59.87 |