Federated Recommendation and Attribute Unlearning on LastFM Age attribute 1.0 (leave-one-out)
0.7407HR@10Original
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| OriginalBackbone=FedVAE2025.11 | 0.7407 | 0.4648 | 0.5329 | 0.5391 | |
| FedAU2Backbone=FedVAE2025.11 | 0.7358 | 0.461 | 0.2033 | 0.3556 | |
| OriginalBackbone=FedNCF2025.11 | 0.7158 | 0.4411 | 0.4775 | 0.4813 | |
| FedAU2Backbone=FedNCF2025.11 | 0.6584 | 0.3932 | 0.3649 | 0.3685 | |
| APMBackbone=FedVAE2025.11 | 0.5818 | 0.3285 | 0.4677 | 0.4682 | |
| APMBackbone=FedNCF2025.11 | 0.5744 | 0.3266 | 0.4174 | 0.4189 | |
| FedAU2Backbone=FedRAP2025.11 | 0.4794 | 0.2709 | 0.4301 | 0.4321 | |
| OriginalBackbone=FedRAP2025.11 | 0.4763 | 0.2697 | 0.5098 | 0.5165 | |
| APMBackbone=FedRAP2025.11 | 0.4351 | 0.2516 | 0.4401 | 0.4405 |