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Personalized Federated Recommendation research benchmarks · SOTA2 Research

Personalized Federated Recommendation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Amazon-Book Overall Averaged across all clients (15-client partition)

4.19Recall@20

11

Mar 24, 2026

Amazon-Book Small-Sparse (15-client partition)

3.31Recall@20

11

Mar 24, 2026

Amazon-Book Medium-Balanced (15-client partition)

5.5Recall@20

11

Mar 24, 2026

Amazon-Book Large-Dense (15-client partition)

7.69Recall@20

11

Mar 24, 2026

16.2Recall@10

4

Feb 26, 2026

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