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Federated Recommendation and Attribute Unlearning research benchmarks · SOTA2 Research

Federated Recommendation and Attribute Unlearning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LastFM Age attribute 1.0 (leave-one-out)

0.741HR@10

9

Feb 26, 2026

LastFM Gender attribute 1.0 (leave-one-out)

74.07HR@10

9

Feb 26, 2026

ML-1M Age attribute 1.0 (leave-one-out)

0.69HR@10

9

Feb 26, 2026

ML-1M Gender attribute 1.0 (leave-one-out)

0.69HR@10

9

Feb 26, 2026

ML-100K Age attribute 1.0 (leave-one-out)

67.03HR@10

9

Feb 26, 2026

ML-100K Gender attribute 1.0 (leave-one-out)

67.03HR@10

9

Feb 26, 2026

Popular datasets

LastFM ML-1M ML-100K ML

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