Graph Classification on PROTEINS 1.0 (test)
0.89AUCCeFGC
Evaluation results
| Method | Links | |
|---|---|---|
| CeFGCdistribution_setting=Across-dataset, domain_type=Protein2026.01 | 0.89 | |
| FedAvgdistribution_setting=Across-dataset, domain_type=Protein2026.01 | 0.88 | |
| GCFL+distribution_setting=Across-dataset, domain_type=Protein2026.01 | 0.88 | |
| FedProxdistribution_setting=Across-dataset, domain_type=Protein2026.01 | 0.87 | |
| MOONdistribution_setting=Across-dataset, domain_type=Protein2026.01 | 0.87 | |
| CeFGCdistribution_setting=Single-dataset2026.01 | 0.87 | |
| CeFGC*distribution_setting=Single-dataset2026.01 | 0.87 | |
| FedDCdistribution_setting=Across-dataset, domain_type=Protein2026.01 | 0.86 | |
| CeFGC*distribution_setting=Across-dataset, domain_type=Protein2026.01 | 0.86 | |
| FedAvgdistribution_setting=Single-dataset2026.01 | 0.83 | |
| FedProxdistribution_setting=Single-dataset2026.01 | 0.83 | |
| One-shotdistribution_setting=Single-dataset2026.01 | 0.76 | |
| GCFL+distribution_setting=Single-dataset2026.01 | 0.75 | |
| FedStardistribution_setting=Single-dataset2026.01 | 0.72 | |
| MOONdistribution_setting=Single-dataset2026.01 | 0.71 | |
| FedStardistribution_setting=Across-dataset, domain_type=Protein2026.01 | 0.69 | |
| FedDCdistribution_setting=Single-dataset2026.01 | 0.68 |