Movielens 10M Benchmark
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A Movielens 10M Benchmark is a MovieLens benchmark with 10M movie ratings.
- See: Movielens 20M.
References
2019
- (Rendle et al., 2019) ⇒ Steffen Rendle, Li Zhang, and Yehuda Koren. (2019). “On the Difficulty of Evaluating Baselines: A Study on Recommender Systems.” In: arXiv preprint arXiv:1905.01395.
- QUOTE: ... First, we show that results for baselines that have been used in numerous publications over the past five years for the Movielens 10M benchmark are suboptimal. With a careful setup of a vanilla matrix factorization baseline, we are not only able to improve upon the reported results for this baseline but even outperform the reported results of any newly proposed method. ...
2009
- https://grouplens.org/datasets/movielens/10m/
- QUOTE: ... contains ~10 million ratings and 100,000 tag applications applied to 10,000 movies by 72,000 users. Released 1/2009.