Graph Classification on BioChem
69.52Test AccuracyFedStar
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FedStarRepDec=true2025.12 | 69.52 | 3.81 | — | |
| FedProxRepDec=true2025.12 | 69.42 | 3.71 | — | |
| SEALRepDec=true2025.12 | 69.37 | 3.66 | — | |
| SEAL-BRepDec=true2025.12 | 68.5 | 2.79 | — | |
| FedNovaRepDec=true2025.12 | 68.35 | 2.64 | — | |
| GCFL+RepDec=true2025.12 | 68.34 | 2.63 | — | |
| SEALRepDec=false2025.12 | 67.97 | 2.26 | — | |
| SCAFFOLDRepDec=true2025.12 | 67.82 | 2.11 | — | |
| FedProxRepDec=false2025.12 | 67.7 | 1.99 | — | |
| SCAFFOLDRepDec=false2025.12 | 67.63 | 1.92 | — | |
| FedNovaRepDec=false2025.12 | 67.56 | 1.85 | — | |
| FedStarRepDec=false2025.12 | 67.51 | 1.8 | — | |
| FedAvgRepDec=true2025.12 | 67.14 | 1.43 | — | |
| SEAL-BRepDec=false2025.12 | 67.03 | 1.32 | — | |
| GCFL+RepDec=false2025.12 | 66.88 | 1.17 | — | |
| FedAvgRepDec=false2025.12 | 66.3 | 0.59 | — | |
| local-train2025.12 | 65.71 | — | — |