Graph Classification on MUTAG 1.0 (test)
0.92AUCCeFGC*
Evaluation results
| Method | Links | |
|---|---|---|
| CeFGC*distribution_setting=Across-domain2026.01 | 0.92 | |
| CeFGCdistribution_setting=Single-dataset2026.01 | 0.91 | |
| FedStardistribution_setting=Across-domain2026.01 | 0.9 | |
| CeFGC*distribution_setting=Single-dataset2026.01 | 0.9 | |
| CeFGCdistribution_setting=Across-domain2026.01 | 0.88 | |
| FedProxdistribution_setting=Single-dataset2026.01 | 0.87 | |
| MOONdistribution_setting=Single-dataset2026.01 | 0.86 | |
| FedDCdistribution_setting=Across-domain2026.01 | 0.79 | |
| GCFL+distribution_setting=Across-domain2026.01 | 0.79 | |
| FedAvgdistribution_setting=Single-dataset2026.01 | 0.78 | |
| FedDCdistribution_setting=Single-dataset2026.01 | 0.78 | |
| FedProxdistribution_setting=Across-domain2026.01 | 0.77 | |
| MOONdistribution_setting=Across-domain2026.01 | 0.77 | |
| FedAvgdistribution_setting=Across-domain2026.01 | 0.76 | |
| GCFL+distribution_setting=Single-dataset2026.01 | 0.72 | |
| FedStardistribution_setting=Single-dataset2026.01 | 0.72 | |
| One-shotdistribution_setting=Single-dataset2026.01 | 0.72 |