Graph Classification on NCI1 N0→N3
69.4AccuracyUSBD
Evaluation results
| Method | Links | |
|---|---|---|
| USBD2026.02 | 69.4 | |
| GraphATA2026.05 | 68.9 | |
| GALA2026.02 | 68.5 | |
| GALA2026.05 | 68.5 | |
| GraphATA2026.05 | 68.1 | |
| SOGA2026.02 | 68 | |
| SOGA2026.05 | 68 | |
| GALA2026.02 | 67.9 | |
| GALA2026.05 | 67.9 | |
| USBD2026.02 | 67.6 | |
| GraphCTA2026.02 | 67.5 | |
| GraphCTA2026.05 | 67.5 | |
| S²PLR2026.05 | 67.2 | |
| NVC-LLN2026.02 | 66.7 | |
| NVC_LLN2026.05 | 66.7 | |
| SFDA_LLN2026.02 | 66.4 | |
| SFDA_LLN2026.05 | 66.4 | |
| S2PLR2026.05 | 66.4 | |
| SOGA2026.02 | 66.3 | |
| SOGA2026.05 | 66.3 | |
| GraphCTA2026.02 | 65.9 | |
| GraphCTA2026.05 | 65.9 | |
| SFDA_LLN2026.02 | 65.7 | |
| SF(DA)22026.02 | 65.7 | |
| SF(DA)²2026.05 | 65.7 | |
| SFDA_LLN2026.05 | 65.7 | |
| NVC-LLN2026.02 | 65.2 | |
| NVC_LLN2026.05 | 65.2 | |
| SF(DA)22026.02 | 65 | |
| SF(DA)^22026.05 | 65 | |
| Ucon_SFDA2026.05 | 64.8 | |
| Ucon_SFDA2026.05 | 64.5 | |
| JacobiConv2026.02 | 52.1 | |
| WL subtree2026.02 | 51.8 | |
| WL subtree2026.05 | 51.8 | |
| JacobiConv2026.02 | 51.2 | |
| PathNN2026.02 | 50.6 | |
| PathNN2026.05 | 50.6 | |
| GIN2026.02 | 47 | |
| GIN2026.05 | 47 | |
| PathNN2026.02 | 46.7 | |
| PathNN2026.05 | 46.7 | |
| CIN2026.02 | 44.9 | |
| CIN2026.05 | 44.9 | |
| WL subtree2026.02 | 44.4 | |
| WL subtree2026.05 | 44.4 | |
| GIN2026.02 | 43.6 | |
| GIN2026.05 | 43.6 | |
| CIN2026.02 | 42.1 | |
| CIN2026.05 | 42.1 | |
| GMT2026.02 | 41.5 | |
| GMT2026.05 | 41.5 | |
| GMT2026.02 | 39.7 | |
| GMT2026.05 | 39.7 | |
| GCN2026.02 | 38.4 | |
| GCN2026.05 | 38.4 | |
| GCN2026.02 | 35.5 | |
| GCN2026.05 | 35.5 | |
| AutoSGNN2026.02 | 33.5 | |
| AutoSGNN2026.02 | 31.8 |