Graph Classification on Mutagenicity Node Structural Domain Shift (M0→M1, M0→M2, M0→M3)
77.1Performance (M0→M1)S2PLR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| S2PLR2026.05 | 77.1 | 71.6 | 65.8 | |
| GraphATA2026.05 | 75.2 | 69.9 | 62.1 | |
| GALA2026.05 | 75.1 | 70.8 | 64 | |
| GraphCTA2026.05 | 73.7 | 70.7 | 65.2 | |
| SOGA2026.05 | 73.5 | 69.4 | 63.1 | |
| Ucon_SFDA2026.05 | 73.2 | 69.6 | 62.9 | |
| SF(DA)^22026.05 | 72 | 69.7 | 62 | |
| NVC_LLN2026.05 | 71.4 | 67.8 | 62.1 | |
| SFDA_LLN2026.05 | 70.7 | 68.1 | 60.4 | |
| PathNN2026.05 | 70.2 | 67.1 | 58 | |
| GIN2026.05 | 66.5 | 52 | 53.7 | |
| GMT2026.05 | 65.7 | 62.1 | 59 | |
| CIN2026.05 | 65.1 | 66 | 55.2 | |
| GCN2026.05 | 64.1 | 65.5 | 56.9 | |
| WL subtree2026.05 | 34.3 | 40.4 | 52.7 |