Graph Classification on DD D0 → D2 (target)
77.5AccuracyUcon_SFDA
Evaluation results
| Method | Links | |
|---|---|---|
| Ucon_SFDA2026.05 | 77.5 | |
| USBD2026.02 | 75.7 | |
| GALA2026.02 | 74.6 | |
| GALA2026.05 | 74.6 | |
| GraphCTA2026.02 | 73.8 | |
| GraphCTA2026.05 | 73.8 | |
| GraphATA2026.05 | 73.6 | |
| SOGA2026.02 | 73.3 | |
| SOGA2026.05 | 73.3 | |
| SF(DA)^22026.02 | 72.4 | |
| SF(DA)^22026.05 | 72.4 | |
| SFDA_LLN2026.02 | 72 | |
| SFDA_LLN2026.05 | 72 | |
| S^2PLR2026.05 | 71.2 | |
| NVC-LLN2026.02 | 71.1 | |
| NVC_LLN2026.05 | 71.1 | |
| S^2PLR2026.05 | 70.1 | |
| GraphCTA2026.05 | 67.7 | |
| GraphATA2026.05 | 67.6 | |
| Ucon_SFDA2026.05 | 66.7 | |
| GALA2026.05 | 66 | |
| SOGA2026.05 | 65.3 | |
| NVC_LLN2026.05 | 64.7 | |
| SF(DA)22026.05 | 63.8 | |
| SFDA_LLN2026.05 | 63.7 | |
| JacobiConv2026.02 | 56 | |
| AutoSGNN2026.02 | 44.6 | |
| GIN2026.02 | 44.1 | |
| GIN2026.05 | 44.1 | |
| GIN2026.05 | 44.1 | |
| PathNN2026.02 | 42 | |
| PathNN2026.05 | 42 | |
| GMT2026.02 | 31.8 | |
| GMT2026.05 | 31.8 | |
| GMT2026.05 | 31.8 | |
| PathNN2026.05 | 31.6 | |
| WL subtree2026.02 | 29.6 | |
| WL subtree2026.05 | 29.6 | |
| WL subtree2026.05 | 29.6 | |
| CIN2026.02 | 21.2 | |
| CIN2026.05 | 21.2 | |
| CIN2026.05 | 21.2 | |
| GCN2026.02 | 20.7 | |
| GCN2026.05 | 20.7 | |
| GCN2026.05 | 20.7 |