Clustering on EP (Purity, ARI)
0.348PurityOSFSC-SSC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OSFSC-SSCsetting=federated2026.01 | 0.348 | 0.014 | |
| GOLDsetting=federated2026.01 | 0.346 | 0.012 | |
| k-Fedsetting=federated2026.01 | 0.345 | 0.015 | |
| OSFSC-TSCsetting=federated2026.01 | 0.343 | 0.007 | |
| FedSCsetting=federated2026.01 | 0.342 | 0.003 | |
| FFCM-avg1setting=federated2026.01 | 0.341 | 0.01 | |
| AFCLsetting=federated2026.01 | 0.341 | 0 | |
| NN-FCsetting=federated2026.01 | 0.334 | 0.002 | |
| FFCM-avg2setting=federated2026.01 | 0.331 | 0.016 | |
| NN-FCyear=2024, citation=[27]2026.01 | 0.277 | 0.001 | |
| GOLDmode=proposed2026.01 | 0.277 | 0.002 | |
| FFCM-avg1year=2022, citation=[17]2026.01 | 0.276 | 0.001 | |
| OSFSC-SSCyear=2023, citation=[21]2026.01 | 0.276 | 0 | |
| k-Fedyear=2021, citation=[20]2026.01 | 0.274 | 0.001 | |
| FFCM-avg2year=2022, citation=[17]2026.01 | 0.273 | 0 | |
| OSFSC-TSCyear=2023, citation=[21]2026.01 | 0.27 | 0 | |
| FedSCyear=2024, citation=[16]2026.01 | 0.268 | 0 | |
| AFCLyear=2025, citation=[38]2026.01 | 0.261 | 0 |