Node Classification on A-Photo (test)
93.17AccuracyCPF-ind
Evaluation results
| Method | Links | |
|---|---|---|
| CPF-indTeacher Model=GCN, Variant=Student2021.03 | 93.17 | |
| FTTeacher Model=GCN, Variant=Student2021.03 | 92.65 | |
| CPF-traTeacher Model=GCN, Variant=Student2021.03 | 92.48 | |
| CPF-indTeacher Model=GAT, Variant=Student2021.03 | 92.21 | |
| CPF-traTeacher Model=GAT, Variant=Student2021.03 | 91.99 | |
| FTTeacher Model=GAT, Variant=Student2021.03 | 91.9 | |
| GCNRole=Teacher2021.03 | 90.72 | |
| GATRole=Teacher2021.03 | 89.87 | |
| DREAMNoise Type=uniform2026.01 | 89.19 | |
| DREAMNoise Type=asymmetric2026.01 | 87.86 | |
| PLPTeacher Model=GCN, Variant=Student2021.03 | 84.99 | |
| PLPTeacher Model=GAT, Variant=Student2021.03 | 84.96 | |
| GCNNoise Type=uniform2026.01 | 84.86 | |
| DREAMNoise Type=pair2026.01 | 83.2 | |
| GCNNoise Type=asymmetric2026.01 | 82.23 | |
| GCNNoise Type=pair2026.01 | 79.26 |