Vertex Classification on Cora-CA (test)
0.7621Mean AccuracyA6
Evaluation Results
| Method | Links | |
|---|---|---|
| A6Label Rate=10%2022.10 | 0.7621 | |
| A2Label Rate=10%2022.10 | 0.7562 | |
| A1Label Rate=10%2022.10 | 0.7545 | |
| A3Label Rate=10%2022.10 | 0.7534 | |
| A4Label Rate=10%2022.10 | 0.7529 | |
| ConLabel Rate=10%2022.10 | 0.7322 | |
| SelfLabel Rate=10%2022.10 | 0.7274 | |
| A5Label Rate=10%2022.10 | 0.7261 | |
| SetGNNLabel Rate=10%2022.10 | 0.7221 | |
| A0Label Rate=10%2022.10 | 0.7185 | |
| HyperGCLTraining label rate=1%, Augmentation strategy=A62022.10 | 0.6176 | |
| HyperGCLTraining label rate=1%, Augmentation strategy=A22022.10 | 0.6096 | |
| HyperGCLTraining label rate=1%, Augmentation strategy=A42022.10 | 0.6091 | |
| HyperGCLTraining label rate=1%, Augmentation strategy=A12022.10 | 0.6086 | |
| HyperGCLTraining label rate=1%, Augmentation strategy=A32022.10 | 0.6051 | |
| HyperGCLTraining label rate=1%, Augmentation strategy=A52022.10 | 0.5326 | |
| SetGNN (Con)Training label rate=1%, Variant=Contrastive2022.10 | 0.5237 | |
| SetGNNTraining label rate=1%2022.10 | 0.5229 | |
| SetGNN (Self)Training label rate=1%, Variant=Self-supervised2022.10 | 0.5164 | |
| HyperGCLTraining label rate=1%, Augmentation strategy=A02022.10 | 0.4987 |