Graph Classification on FRANKENSTEIN node density F0→F1 shift
72.5AccuracyS2PLR
Evaluation results
| Method | Links | |
|---|---|---|
| S2PLR2026.05 | 72.5 | |
| USBD2026.02 | 68.4 | |
| Ucon_SFDA2026.05 | 68 | |
| GraphCTA2026.02 | 67.3 | |
| GALA2026.02 | 67.1 | |
| SOGA2026.02 | 67 | |
| NVC-LLN2026.02 | 66.7 | |
| GraphCTA2026.05 | 66.4 | |
| SF(DA)22026.02 | 66.3 | |
| GALA2026.05 | 65.9 | |
| GraphATA2026.05 | 65.7 | |
| NVC_LLN2026.05 | 65.5 | |
| SFDA_LLN2026.02 | 65.2 | |
| SF(DA)^22026.05 | 65.1 | |
| SFDA_LLN2026.05 | 64.6 | |
| AutoSGNN2026.02 | 64.3 | |
| JacobiConv2026.02 | 64.1 | |
| SOGA2026.05 | 63.5 | |
| PathNN2026.05 | 55.9 | |
| PathNN2026.02 | 55.7 | |
| WL subtree2026.02 | 54.6 | |
| CIN2026.02 | 54.3 | |
| CIN2026.05 | 54.2 | |
| GMT2026.05 | 51.5 | |
| GMT2026.02 | 47.3 | |
| WL subtree2026.05 | 44.6 | |
| GIN2026.05 | 40.1 | |
| GIN2026.02 | 39.7 | |
| GCN2026.05 | 33.5 | |
| GCN2026.02 | 32.7 |