Node Classification on A-Photo
0.9612AccuracyNT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NT2026.04 | 0.9612 | — | |
| OrderedGNN2026.04 | 0.951 | — | |
| GraphSAGE2026.04 | 0.9459 | — | |
| GGCN2026.04 | 0.945 | — | |
| GPRGNN2026.04 | 0.9449 | — | |
| APPNP2026.04 | 0.9432 | — | |
| GCNII2026.04 | 0.943 | — | |
| CPF-indRole=Student variant, Teacher Model=SGC2021.03 | 0.9397 | — | |
| GAT2026.04 | 0.9387 | — | |
| PPRGo2026.04 | 0.9361 | — | |
| CPF-indRole=Student variant, Teacher Model=GCNII2021.03 | 0.9352 | — | |
| CPF-traRole=Student variant, Teacher Model=SGC2021.03 | 0.9347 | 3.7 | |
| FTRole=Student variant, Teacher Model=SGC2021.03 | 0.9303 | — | |
| CPF-traRole=Student variant, Teacher Model=GCNII2021.03 | 0.93 | 1.3 | |
| GCN2026.04 | 0.927 | — | |
| FTRole=Student variant, Teacher Model=GCNII2021.03 | 0.9263 | — | |
| GCNIIRole=Teacher2021.03 | 0.923 | — | |
| SGCRole=Teacher2021.03 | 0.9063 | — | |
| tGNN2026.04 | 0.8992 | — | |
| PLPRole=Student variant, Teacher Model=GCNII2021.03 | 0.8401 | — | |
| PLPRole=Student variant, Teacher Model=SGC2021.03 | 0.8318 | — |