Federated Recommendation and Attribute Unlearning on ML-1M Age attribute 1.0 (leave-one-out)
0.6896HR@10Original
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OriginalBackbone=FedVAE2025.11 | 0.6896 | 0.4169 | 0.6186 | 0.6181 | |
| FedAU2Backbone=FedVAE2025.11 | 0.6779 | 0.4017 | 0.1755 | 0.3347 | |
| OriginalBackbone=FedNCF2025.11 | 0.6662 | 0.3897 | 0.5896 | 0.5926 | |
| FedAU2Backbone=FedNCF2025.11 | 0.636 | 0.3595 | 0.3641 | 0.3669 | |
| APMBackbone=FedNCF2025.11 | 0.553 | 0.3079 | 0.4832 | 0.485 | |
| APMBackbone=FedVAE2025.11 | 0.5366 | 0.3005 | 0.514 | 0.5169 | |
| FedAU2Backbone=FedRAP2025.11 | 0.4447 | 0.2458 | 0.4012 | 0.4 | |
| OriginalBackbone=FedRAP2025.11 | 0.4365 | 0.2381 | 0.5488 | 0.5535 | |
| APMBackbone=FedRAP2025.11 | 0.4114 | 0.2268 | 0.5109 | 0.5159 |