Recommendation on Book Amazon (test)
3.11Recall@10RQFedRec
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RQFedRecAggregation Type=Ours2026.01 | 3.11 | 4.41 | 5.65 | |
| FedCIAAggregation Type=ID-Index Aggregation2026.01 | 1.94 | 3.03 | 4.05 | |
| FedNCFAggregation Type=Standard2026.01 | 1.88 | 2.43 | 3.38 | |
| FedRAPAggregation Type=ID-Index Aggregation2026.01 | 1.6 | 2.61 | 3.2 | |
| FedMFAggregation Type=Standard2026.01 | 1.4 | 2.08 | 2.8 | |
| MFAggregation Type=No Aggregation2026.01 | 1.15 | 1.2 | 1.85 | |
| PFedRecAggregation Type=ID-Index Aggregation2026.01 | 0.16 | 0.16 | 0.26 | |
| GPFedRecAggregation Type=ID-Index Aggregation2026.01 | 0.13 | 0.17 | 0.24 |