Graph Classification on Mutagenicity M3→M1
82.4AccuracyS²PLR
Evaluation results
| Method | Links | |
|---|---|---|
| S²PLR2026.05 | 82.4 | |
| GraphATA2026.05 | 80.2 | |
| USBD2026.02 | 78.7 | |
| S²PLR2026.05 | 78.6 | |
| GraphCTA2026.02 | 77.8 | |
| GraphCTA2026.05 | 77.8 | |
| USBD2026.02 | 77.6 | |
| GALA2026.02 | 76.9 | |
| GALA2026.05 | 76.9 | |
| GALA2026.02 | 76.7 | |
| GALA2026.05 | 76.7 | |
| SOGA2026.02 | 76.4 | |
| SOGA2026.05 | 76.4 | |
| GraphATA2026.05 | 76.1 | |
| GraphCTA2026.02 | 75.6 | |
| GraphCTA2026.05 | 75.6 | |
| SOGA2026.02 | 75.5 | |
| SOGA2026.05 | 75.5 | |
| Ucon SFDA2026.05 | 72.7 | |
| SF(DA)22026.02 | 72.1 | |
| SF(DA)22026.05 | 72.1 | |
| SFDA_LLN2026.02 | 71.5 | |
| SFDA LLN2026.05 | 71.5 | |
| SF(DA)22026.02 | 69.8 | |
| SF(DA)²2026.05 | 69.8 | |
| NVC_LLN2026.02 | 69.5 | |
| NVC LLN2026.05 | 69.5 | |
| NVC-LLN2026.02 | 69 | |
| NVC LLN2026.05 | 69 | |
| SFDA_LLN2026.02 | 68.8 | |
| SFDA LLN2026.05 | 68.8 | |
| Ucon SFDA2026.05 | 67.3 | |
| GIN2026.02 | 66.7 | |
| GIN2026.05 | 66.7 | |
| WL subtree2026.02 | 65.1 | |
| WL subtree2026.05 | 65.1 | |
| GIN2026.02 | 64.3 | |
| GIN2026.05 | 64.3 | |
| PathNN2026.02 | 62.8 | |
| PathNN2026.05 | 62.8 | |
| JacobiConv2026.02 | 62.6 | |
| CIN2026.02 | 60.7 | |
| CIN2026.05 | 60.7 | |
| JacobiConv2026.02 | 60.3 | |
| AutoSGNN2026.02 | 58.8 | |
| CIN2026.02 | 57.8 | |
| CIN2026.05 | 57.8 | |
| PathNN2026.02 | 57.7 | |
| PathNN2026.05 | 57.7 | |
| AutoSGNN2026.02 | 54.6 | |
| GCN2026.02 | 49.2 | |
| GCN2026.05 | 49.2 | |
| GMT2026.02 | 48.2 | |
| GMT2026.05 | 48.2 | |
| GCN2026.02 | 47.8 | |
| GCN2026.05 | 47.8 | |
| GMT2026.02 | 44.5 | |
| GMT2026.05 | 44.5 | |
| WL subtree2026.02 | 40.8 | |
| WL subtree2026.05 | 40.8 |