Graph Classification on DD D3 → D1 (target)
87.4AccuracyGraphATA
Evaluation results
| Method | Links | |
|---|---|---|
| GraphATA2026.05 | 87.4 | |
| GALA2026.02 | 87.1 | |
| GALA2026.05 | 87.1 | |
| USBD2026.02 | 86.7 | |
| SOGA2026.02 | 84 | |
| SOGA2026.05 | 84 | |
| GraphCTA2026.02 | 83.9 | |
| GraphCTA2026.05 | 83.9 | |
| S^2PLR2026.05 | 83.2 | |
| S^2PLR2026.05 | 83.2 | |
| GraphATA2026.05 | 81.5 | |
| SF(DA)^22026.02 | 81.4 | |
| SF(DA)^22026.05 | 81.4 | |
| GALA2026.05 | 81.2 | |
| GraphCTA2026.05 | 80.9 | |
| SOGA2026.05 | 80.1 | |
| NVC-LLN2026.02 | 79.8 | |
| NVC_LLN2026.05 | 79.8 | |
| Ucon_SFDA2026.05 | 79.6 | |
| SFDA_LLN2026.02 | 79.5 | |
| SFDA_LLN2026.05 | 79.5 | |
| Ucon_SFDA2026.05 | 79.2 | |
| SF(DA)22026.05 | 79.1 | |
| SFDA_LLN2026.05 | 78.5 | |
| NVC_LLN2026.05 | 77.8 | |
| GMT2026.02 | 57.9 | |
| GMT2026.05 | 57.9 | |
| GMT2026.05 | 57.9 | |
| PathNN2026.05 | 57.8 | |
| JacobiConv2026.02 | 57.6 | |
| PathNN2026.02 | 56.1 | |
| PathNN2026.05 | 56.1 | |
| GIN2026.02 | 53.6 | |
| GIN2026.05 | 53.6 | |
| GIN2026.05 | 53.6 | |
| CIN2026.02 | 53.3 | |
| CIN2026.05 | 53.3 | |
| CIN2026.05 | 53.3 | |
| GCN2026.02 | 52.9 | |
| GCN2026.05 | 52.9 | |
| GCN2026.05 | 52.9 | |
| AutoSGNN2026.02 | 51.9 | |
| WL subtree2026.02 | 48.1 | |
| WL subtree2026.05 | 48.1 | |
| WL subtree2026.05 | 48.1 |