Graph Classification on IMDB-MULTI (IMDB-M) 1.0 (test)
80AUCFedStar
Evaluation results
| Method | Links | |
|---|---|---|
| FedStardistribution_setting=Across-domain2026.01 | 80 | |
| CeFGCdistribution_setting=Across-domain2026.01 | 80 | |
| CeFGC*distribution_setting=Across-domain2026.01 | 80 | |
| CeFGCdistribution_setting=Across-dataset, domain_type=Social2026.01 | 79 | |
| CeFGC*distribution_setting=Across-dataset, domain_type=Social2026.01 | 78 | |
| FedAvgdistribution_setting=Across-dataset, domain_type=Social2026.01 | 77 | |
| GCFL+distribution_setting=Across-dataset, domain_type=Social2026.01 | 77 | |
| CeFGC*distribution_setting=Single-dataset2026.01 | 77 | |
| MOONdistribution_setting=Across-dataset, domain_type=Social2026.01 | 76 | |
| CeFGCdistribution_setting=Single-dataset2026.01 | 76 | |
| FedAvgdistribution_setting=Single-dataset2026.01 | 75 | |
| FedProxdistribution_setting=Single-dataset2026.01 | 75 | |
| FedProxdistribution_setting=Across-dataset, domain_type=Social2026.01 | 75 | |
| FedDCdistribution_setting=Across-dataset, domain_type=Social2026.01 | 74 | |
| FedDCdistribution_setting=Single-dataset2026.01 | 72 | |
| FedProxdistribution_setting=Across-domain2026.01 | 70 | |
| MOONdistribution_setting=Single-dataset2026.01 | 70 | |
| MOONdistribution_setting=Across-domain2026.01 | 70 | |
| FedAvgdistribution_setting=Across-domain2026.01 | 69 | |
| FedDCdistribution_setting=Across-domain2026.01 | 68 | |
| GCFL+distribution_setting=Across-domain2026.01 | 65 | |
| FedStardistribution_setting=Across-dataset, domain_type=Social2026.01 | 64 | |
| GCFL+distribution_setting=Single-dataset2026.01 | 58 | |
| FedStardistribution_setting=Single-dataset2026.01 | 55 | |
| One-shotdistribution_setting=Single-dataset2026.01 | 52 |