Graph Classification on BioSnCv
68.41Test AccuracySEAL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SEALRepDec=true2025.12 | 68.41 | 3.01 | — | |
| SEAL-BRepDec=true2025.12 | 68.01 | 2.61 | — | |
| SEALRepDec=false2025.12 | 67.84 | 2.44 | — | |
| FedStarRepDec=true2025.12 | 67.81 | 2.41 | — | |
| GCFL+RepDec=true2025.12 | 67.21 | 1.81 | — | |
| SCAFFOLDRepDec=true2025.12 | 67.14 | 1.74 | — | |
| SEAL-BRepDec=false2025.12 | 67.07 | 1.67 | — | |
| FedNovaRepDec=true2025.12 | 66.91 | 1.51 | — | |
| FedProxRepDec=true2025.12 | 66.5 | 1.1 | — | |
| FedAvgRepDec=true2025.12 | 66.32 | 0.92 | — | |
| FedNovaRepDec=false2025.12 | 66.32 | 0.92 | — | |
| GCFL+RepDec=false2025.12 | 66.3 | 0.9 | — | |
| SCAFFOLDRepDec=false2025.12 | 66.08 | 0.68 | — | |
| FedProxRepDec=false2025.12 | 65.88 | 0.48 | — | |
| FedAvgRepDec=false2025.12 | 65.68 | 0.28 | — | |
| FedStarRepDec=false2025.12 | 65.59 | 0.19 | — | |
| local-train2025.12 | 65.4 | — | — |