Graph Classification on TUDatasets Feature Domain Shift (target)
66.3Accuracy (P→D)S2PLR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| S2PLR2026.05 | 66.3 | 61.8 | 59.1 | 78.6 | 58.3 | 79.3 | |
| GALA2026.05 | 65.6 | 66 | 61.8 | 77 | 57.4 | 78.8 | |
| GraphATA2026.05 | 64.8 | 63.7 | 59.2 | 77.9 | 55.1 | 78 | |
| SOGA2026.05 | 64.4 | 65.4 | 51.5 | 76.9 | 53.3 | 78.9 | |
| Ucon_SFDA2026.05 | 64.3 | 66 | 51.2 | 78.3 | 53.1 | 77.9 | |
| SF(DA)^22026.05 | 62.2 | 63.2 | 51.7 | 74.6 | 48.9 | 78.8 | |
| GraphCTA2026.05 | 60.6 | 61.7 | 56.8 | 77.3 | 54.2 | 79 | |
| GMT2026.05 | 59.5 | 50.7 | 49.3 | 58.2 | 50.2 | 74.4 | |
| SFDA_LLN2026.05 | 59.2 | 59.9 | 56.9 | 74.2 | 53.5 | 77.3 | |
| NVC_LLN2026.05 | 59.2 | 60 | 56.6 | 76.7 | 53.8 | 78.2 | |
| CIN2026.05 | 59.1 | 58 | 51.2 | 55.6 | 49.2 | 74.2 | |
| PathNN2026.05 | 57.9 | 53.8 | 49.8 | 66.9 | 50.3 | 75.3 | |
| GIN2026.05 | 57.3 | 61.9 | 53.8 | 55.6 | 49.9 | 79.2 | |
| GCN2026.05 | 48.9 | 60.9 | 51 | 66.9 | 48.7 | 78.8 | |
| WL subtree2026.05 | 43 | 42.2 | 53.1 | 58.2 | 51.3 | 44 |