Graph Classification on BioChemSn
69.71Test AccuracySEAL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SEALRepDec=true2025.12 | 69.71 | 5.59 | — | |
| SEAL-BRepDec=true2025.12 | 69.42 | 5.3 | — | |
| SEALRepDec=false2025.12 | 68.6 | 4.48 | — | |
| SEAL-BRepDec=false2025.12 | 67.54 | 3.42 | — | |
| GCFL+RepDec=true2025.12 | 67.3 | 3.18 | — | |
| FedStarRepDec=true2025.12 | 67.12 | 3 | — | |
| FedNovaRepDec=true2025.12 | 66.63 | 2.51 | — | |
| SCAFFOLDRepDec=true2025.12 | 66.53 | 2.41 | — | |
| FedAvgRepDec=true2025.12 | 66.36 | 2.24 | — | |
| FedProxRepDec=true2025.12 | 66.24 | 2.12 | — | |
| FedStarRepDec=false2025.12 | 66.21 | 2.09 | — | |
| GCFL+RepDec=false2025.12 | 65.71 | 1.59 | — | |
| SCAFFOLDRepDec=false2025.12 | 65.68 | 1.56 | — | |
| FedNovaRepDec=false2025.12 | 65.5 | 1.38 | — | |
| FedAvgRepDec=false2025.12 | 65.49 | 1.37 | — | |
| FedProxRepDec=false2025.12 | 65.3 | 1.18 | — | |
| local-train2025.12 | 64.12 | — | — |