Federated Cross-Domain Recommendation on Amazon Clothing (test)
0.97Hits@5FeDecider
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FeDecider2026.02 | 0.97 | 1.61 | 0.61 | 0.84 | |
| FDLoRA2026.02 | 0.9 | 1.15 | 0.69 | 0.77 | |
| Ditto2026.02 | 0.88 | 1.13 | 0.67 | 0.75 | |
| FellRec2026.02 | 0.85 | 1.05 | 0.68 | 0.75 | |
| Rolora2026.02 | 0.83 | 1.03 | 0.65 | 0.72 | |
| Local train2026.02 | 0.8 | 1.07 | 0.57 | 0.62 | |
| PFedAvg2026.02 | 0.78 | 1.05 | 0.62 | 0.71 | |
| FedProx2026.02 | 0.75 | 1 | 0.6 | 0.68 | |
| FFA-LoRA2026.02 | 0.73 | 1.2 | 0.52 | 0.67 | |
| FedAvg2026.02 | 0.68 | 1 | 0.54 | 0.64 |