Node Classification on Pubmed v1 (test)
81.02AccuracyFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FTTeacher Model=APPNP, Role=Student Variant2021.03 | 81.02 | — | |
| CPF-traTeacher Model=APPNP, Role=Student Variant, Setting=Transductive2021.03 | 80.81 | 1.6 | |
| CPF-traTeacher Model=SAGE, Role=Student Variant, Setting=Transductive2021.03 | 80.62 | 4.2 | |
| CPF-indTeacher Model=APPNP, Role=Student Variant, Setting=Inductive2021.03 | 80.58 | — | |
| APPNPRole=Teacher Model2021.03 | 79.5 | — | |
| CPF-indTeacher Model=SAGE, Role=Student Variant, Setting=Inductive2021.03 | 79.48 | — | |
| SAGERole=Teacher Model2021.03 | 77.36 | — | |
| FTTeacher Model=SAGE, Role=Student Variant2021.03 | 77.17 | — | |
| SLAPS_RCUR_extension=R2023.10 | 77.12 | — | |
| SLAPS_UCUR_extension=U2023.10 | 76.74 | — | |
| SLAPS2023.10 | 74.86 | — | |
| GCN+KNN_RCUR_extension=R2023.10 | 74.78 | — | |
| GCN+KNN_UCUR_extension=U2023.10 | 74.12 | — | |
| GRCN_RCUR_extension=R2023.10 | 72.82 | — | |
| GRCN_UCUR_extension=U2023.10 | 72.8 | — | |
| GRCN2023.10 | 69.24 | — | |
| PLPTeacher Model=APPNP, Role=Student Variant2021.03 | 68.66 | — | |
| GCN+KNN2023.10 | 68.66 | — | |
| PLPTeacher Model=SAGE, Role=Student Variant2021.03 | 68.29 | — |