Federated Graph Classification on PROTEINS (test)
4.45Average GainSEAL-B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SEAL-BDistribution=IID, RepDec=true2025.12 | 4.45 | — | — | |
| FedProxDistribution=IID, RepDec=true2025.12 | 4.17 | — | — | |
| SEALDistribution=IID, RepDec=true2025.12 | 3.89 | — | — | |
| SCAFFOLDDistribution=IID, RepDec=true2025.12 | 3.34 | — | — | |
| FedStarDistribution=IID, RepDec=true2025.12 | 3.07 | — | — | |
| GCFL+Distribution=IID, RepDec=true2025.12 | 3.06 | — | — | |
| SEALDistribution=IID, RepDec=false2025.12 | 2.82 | — | — | |
| FedAvgDistribution=IID, RepDec=true2025.12 | 2.8 | — | — | |
| FedNovaDistribution=IID, RepDec=true2025.12 | 2.23 | — | — | |
| SEAL-BDistribution=IID, RepDec=false2025.12 | 2.23 | — | — | |
| GCFL+Distribution=IID, RepDec=false2025.12 | 1.95 | — | — | |
| FedProxDistribution=IID, RepDec=false2025.12 | 1.39 | — | — | |
| FedStarDistribution=IID, RepDec=false2025.12 | 1.39 | — | — | |
| FedNovaDistribution=IID, RepDec=false2025.12 | 1.34 | — | — | |
| SCAFFOLDDistribution=IID, RepDec=false2025.12 | 0.98 | — | — | |
| FedAvgDistribution=IID, RepDec=false2025.12 | 0.57 | — | — |