Federated Cross-Domain Recommendation on GoodReads Children
5.02H@5FeDecider
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FeDecider2026.02 | 5.02 | 6.2 | 4.01 | 4.39 | |
| FeDeciderArchitecture=LLM-Based Framework2026.02 | 5.02 | 6.2 | 4.01 | 4.39 | |
| FedProx2026.02 | 5 | 6.2 | 3.81 | 4.2 | |
| FDLoRA2026.02 | 5 | 6.2 | 3.73 | 4.12 | |
| Local train2026.02 | 4.94 | 6.24 | 3.76 | 4.18 | |
| Rolora2026.02 | 4.94 | 6.4 | 3.78 | 4.25 | |
| PFedAvg2026.02 | 4.86 | 6.14 | 3.67 | 4.09 | |
| Ditto2026.02 | 4.82 | 5.92 | 3.68 | 4.03 | |
| FellRec2026.02 | 4.74 | 6.18 | 3.59 | 4.06 | |
| FFA-LoRA2026.02 | 3.74 | 4.68 | 2.97 | 3.28 | |
| FedAvg2026.02 | 3.54 | 4.56 | 2.83 | 3.15 | |
| FedGCDREmbedding Size=1282026.02 | 3.36 | 6.18 | 2.04 | 2.88 | |
| FedHCDREmbedding Size=1282026.02 | 3.12 | 4.6 | 2 | 2.48 | |
| FedDCSREmbedding Size=1282026.02 | 1.52 | 3.54 | 0.8 | 1.47 |