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Collaborative Filtering research benchmarks – Page 3 · SOTA2 Research

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Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

3,235.6Training Time (s)

6

May 7, 2026

28.65Recall@20

5

Feb 26, 2026

0.903RMSE

5

Feb 26, 2026

17.21Recall@20

4

Feb 26, 2026

0.134Recall@20

4

Feb 26, 2026

7.54Precision@20

3

Feb 26, 2026

Netflix 140M (probe)

Masked online dictionary learning (MODL)

0.934Test RMSE

2

Feb 26, 2026

MovieLens random 25% 10M (test)

Masked online dictionary learning (MODL)

0.799Test RMSE

2

Feb 26, 2026

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