Federated Recommendation and Attribute Unlearning on LastFM Gender attribute 1.0 (leave-one-out)
74.07HR@10Original
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| OriginalBackbone=FedVAE2025.11 | 74.07 | 46.48 | 68.06 | 68.95 | |
| FedAU2Backbone=FedVAE2025.11 | 72.79 | 45.66 | 37.13 | 52.22 | |
| OriginalBackbone=FedNCF2025.11 | 71.58 | 44.11 | 69.07 | 69.26 | |
| FedAU2Backbone=FedNCF2025.11 | 64.75 | 38.67 | 44.1 | 50.47 | |
| APMBackbone=FedVAE2025.11 | 58.18 | 32.85 | 64.63 | 65.6 | |
| APMBackbone=FedNCF2025.11 | 57.44 | 32.66 | 59.5 | 60.1 | |
| FedAU2Backbone=FedRAP2025.11 | 47.83 | 26.89 | 60.87 | 60.88 | |
| OriginalBackbone=FedRAP2025.11 | 47.63 | 26.97 | 69.09 | 69.12 | |
| APMBackbone=FedRAP2025.11 | 43.51 | 25.16 | 60.79 | 60.79 |