Graph Classification on Mutagenicity M1→M3
70.8AccuracyS²PLR
Evaluation results
| Method | Links | |
|---|---|---|
| S²PLR2026.05 | 70.8 | |
| GraphATA2026.05 | 68.9 | |
| GraphATA2026.05 | 67.5 | |
| S²PLR2026.05 | 67.2 | |
| USBD2026.02 | 67.1 | |
| USBD2026.02 | 66.9 | |
| GALA2026.02 | 65.5 | |
| GALA2026.05 | 65.5 | |
| GALA2026.02 | 65.3 | |
| GALA2026.05 | 65.3 | |
| SOGA2026.02 | 65 | |
| SOGA2026.05 | 65 | |
| GraphCTA2026.02 | 64.7 | |
| GraphCTA2026.05 | 64.7 | |
| GraphCTA2026.02 | 64.4 | |
| GraphCTA2026.05 | 64.4 | |
| Ucon SFDA2026.05 | 63.9 | |
| Ucon SFDA2026.05 | 63.8 | |
| SF(DA)22026.02 | 63.4 | |
| SF(DA)²2026.05 | 63.4 | |
| SFDA_LLN2026.02 | 63.2 | |
| SFDA LLN2026.05 | 63.2 | |
| SF(DA)22026.02 | 63.1 | |
| SF(DA)22026.05 | 63.1 | |
| NVC_LLN2026.02 | 63 | |
| NVC LLN2026.05 | 63 | |
| SOGA2026.02 | 62.9 | |
| SOGA2026.05 | 62.9 | |
| NVC-LLN2026.02 | 62.7 | |
| NVC LLN2026.05 | 62.7 | |
| GMT2026.02 | 60.4 | |
| GMT2026.05 | 60.4 | |
| SFDA_LLN2026.02 | 60.1 | |
| SFDA LLN2026.05 | 60.1 | |
| PathNN2026.02 | 59.8 | |
| PathNN2026.05 | 59.8 | |
| GMT2026.02 | 58.8 | |
| GMT2026.05 | 58.8 | |
| PathNN2026.02 | 56.3 | |
| JacobiConv2026.02 | 56.3 | |
| PathNN2026.05 | 56.3 | |
| JacobiConv2026.02 | 55 | |
| CIN2026.02 | 54.9 | |
| CIN2026.05 | 54.9 | |
| CIN2026.02 | 54.3 | |
| CIN2026.05 | 54.3 | |
| GIN2026.02 | 53.4 | |
| GIN2026.05 | 53.4 | |
| WL subtree2026.02 | 53 | |
| WL subtree2026.05 | 53 | |
| GIN2026.02 | 52.2 | |
| GIN2026.05 | 52.2 | |
| GCN2026.02 | 48 | |
| GCN2026.05 | 48 | |
| GCN2026.02 | 47.7 | |
| GCN2026.05 | 47.7 | |
| AutoSGNN2026.02 | 46.7 | |
| AutoSGNN2026.02 | 46.4 | |
| WL subtree2026.02 | 45.6 | |
| WL subtree2026.05 | 45.6 |