Graph Classification on Colors3
26.97AccuracySCGFM
Evaluation Results
| Method | Links | |
|---|---|---|
| SCGFMShot=5-shot, Domain Setting=OOD, Training Source=S22026.05 | 26.97 | |
| SCGFMShot=5-shot, Domain Setting=OOD, Training Source=S12026.05 | 26.31 | |
| S2GAEShot=5-shot, Domain Setting=OOD, Training Source=S22026.05 | 15.65 | |
| S2GAEShot=5-shot, Domain Setting=OOD, Training Source=S12026.05 | 14.47 | |
| GraphMAEShot=5-shot, Domain Setting=OOD, Training Source=S12026.05 | 13.74 | |
| GraphACLShot=5-shot, Domain Setting=OOD, Training Source=S12026.05 | 11.91 | |
| RiemannGFMShot=5-shot, Domain Setting=OOD, Training Source=S22026.05 | 10.36 | |
| DGIShot=5-shot, Domain Setting=OOD, Training Source=S22026.05 | 9.77 | |
| DGIShot=5-shot, Domain Setting=OOD, Training Source=S12026.05 | 9.67 | |
| GCNShot=5-shot, Domain Setting=OOD, Training Source=S12026.05 | 9.53 | |
| GATShot=5-shot, Domain Setting=OOD, Training Source=S22026.05 | 9.38 | |
| GITShot=5-shot, Domain Setting=OOD, Training Source=S12026.05 | 9.37 | |
| GCNShot=5-shot, Domain Setting=OOD, Training Source=S22026.05 | 9.37 | |
| GINShot=5-shot, Domain Setting=OOD, Training Source=S12026.05 | 9.25 | |
| GraphCLShot=5-shot, Domain Setting=OOD, Training Source=S22026.05 | 9.25 | |
| GraphCLShot=5-shot, Domain Setting=OOD, Training Source=S12026.05 | 9.17 | |
| GCOPEShot=5-shot, Domain Setting=OOD, Training Source=S12026.05 | 9.16 | |
| GraphACLShot=5-shot, Domain Setting=OOD, Training Source=S22026.05 | 9.13 | |
| GATShot=5-shot, Domain Setting=OOD, Training Source=S12026.05 | 9.12 | |
| GINShot=5-shot, Domain Setting=OOD, Training Source=S22026.05 | 9.12 | |
| GraphMAEShot=5-shot, Domain Setting=OOD, Training Source=S22026.05 | 9.07 | |
| GITShot=5-shot, Domain Setting=OOD, Training Source=S22026.05 | 9.04 | |
| GCOPEShot=5-shot, Domain Setting=OOD, Training Source=S22026.05 | 8.95 | |
| RiemannGFMShot=5-shot, Domain Setting=OOD, Training Source=S12026.05 | 8.88 | |
| BN-PoolPooler=BN-Pool2025.01 | 0.99 | |
| k-MISPooler=k-MIS2025.01 | 0.84 | |
| Top-kPooler=Top-k2025.01 | 0.78 | |
| -Pooler=-2025.01 | 0.74 | |
| HOSCPooler=HOSC2025.01 | 0.72 | |
| SEPPooler=SEP2025.01 | 0.71 | |
| ECPoolPooler=ECPool2025.01 | 0.69 | |
| MinCutPooler=MinCut2025.01 | 0.69 | |
| DMoNPooler=DMoN2025.01 | 0.69 | |
| GraclusPooler=Graclus2025.01 | 0.68 | |
| JBGNNPooler=JBGNN2025.01 | 0.68 | |
| DiffPoolPooler=DiffPool2025.01 | 0.65 | |
| EigenPooler=Eigen2025.01 | 0.4 |