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Netflix Prize dataset and benchmarks · SOTA2 Research

Research Datasets

Netflix Prize

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

top-n recommendation

Netflix Prize Dataset

0.409NCDG@100

22

Preference Prediction

Netflix Prize 150k ratings

61Accuracy (0.25 Quantile)

10

Preference Prediction

Netflix Prize 100k ratings

62Accuracy (0.25 Quantile)

10

Top-N Recommendation

Netflix Prize Dataset (test)

36.2Recall@20

10

Top-k Recommendation

Netflix Prize

3.28Recall@1

5

Unconstrained DPP MAP inference

Netflix Prize

20,561.6MAP Inference Product Score

2

Popular tasks

Top-N Recommendation Preference Prediction Top-K Recommendation Unconstrained DPP MAP inference

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