Graph Classification on NCI1 N1→N3
0.713AccuracyUSBD
Evaluation Results
| Method | Links | |
|---|---|---|
| USBD2026.02 | 0.713 | |
| S2PLR2026.05 | 0.711 | |
| GALA2026.02 | 0.697 | |
| GALA2026.05 | 0.697 | |
| S²PLR2026.05 | 0.691 | |
| NVC-LLN2026.02 | 0.689 | |
| NVC_LLN2026.05 | 0.689 | |
| Ucon_SFDA2026.05 | 0.687 | |
| USBD2026.02 | 0.685 | |
| GraphCTA2026.02 | 0.683 | |
| GraphCTA2026.05 | 0.683 | |
| SFDA_LLN2026.02 | 0.682 | |
| SOGA2026.02 | 0.682 | |
| SFDA_LLN2026.05 | 0.682 | |
| SOGA2026.05 | 0.682 | |
| JacobiConv2026.02 | 0.679 | |
| SF(DA)22026.02 | 0.677 | |
| SF(DA)^22026.05 | 0.677 | |
| GALA2026.02 | 0.675 | |
| GALA2026.05 | 0.675 | |
| GraphCTA2026.02 | 0.673 | |
| GraphCTA2026.05 | 0.673 | |
| GraphATA2026.05 | 0.67 | |
| Ucon_SFDA2026.05 | 0.668 | |
| SOGA2026.02 | 0.665 | |
| SOGA2026.05 | 0.665 | |
| NVC-LLN2026.02 | 0.663 | |
| NVC_LLN2026.05 | 0.663 | |
| SFDA_LLN2026.02 | 0.655 | |
| SFDA_LLN2026.05 | 0.655 | |
| SF(DA)22026.02 | 0.652 | |
| SF(DA)²2026.05 | 0.652 | |
| AutoSGNN2026.02 | 0.647 | |
| GraphATA2026.05 | 0.646 | |
| GIN2026.02 | 0.643 | |
| GIN2026.05 | 0.643 | |
| CIN2026.02 | 0.639 | |
| CIN2026.05 | 0.639 | |
| PathNN2026.02 | 0.619 | |
| PathNN2026.05 | 0.619 | |
| PathNN2026.02 | 0.602 | |
| PathNN2026.05 | 0.602 | |
| CIN2026.02 | 0.593 | |
| CIN2026.05 | 0.593 | |
| AutoSGNN2026.02 | 0.592 | |
| GIN2026.02 | 0.59 | |
| GIN2026.05 | 0.59 | |
| WL subtree2026.02 | 0.584 | |
| WL subtree2026.05 | 0.584 | |
| JacobiConv2026.02 | 0.566 | |
| GCN2026.02 | 0.565 | |
| GCN2026.05 | 0.565 | |
| GCN2026.02 | 0.557 | |
| GCN2026.05 | 0.557 | |
| GMT2026.02 | 0.541 | |
| GMT2026.05 | 0.541 | |
| WL subtree2026.02 | 0.525 | |
| WL subtree2026.05 | 0.525 | |
| GMT2026.02 | 0.513 | |
| GMT2026.05 | 0.513 |