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Federated Recommendation research benchmarks · SOTA2 Research

Federated Recommendation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

20.87Recall

18

Feb 27, 2026

35.19Recall

18

Feb 27, 2026

35.92Recall

18

Feb 27, 2026

30.18Recall

18

Feb 27, 2026

97.51Accuracy

16

May 22, 2026

Recommendation Dataset

6Time per Epoch

11

Mar 24, 2026

Amazon Phones (test)

2.16H@5

5

Feb 26, 2026

Amazon Electronics (test)

1.3H@5

5

Feb 26, 2026

1,628,856Resource Usage

3

Feb 26, 2026

3,244,452Resource Usage

3

Feb 26, 2026

1,604,286Resource Usage

3

Feb 26, 2026

13,734,436Resource Count

3

Feb 26, 2026

796,524Resource Usage

3

Feb 26, 2026

Popular datasets

Amazon ML Food Movie Steam

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