SOTA Matrix completion benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
MovieLens-1M (test)	GLocal-K	RMSE0.822	40	1mo ago
MovieLens-100K (test)	IMC-GAE	RMSE0.897	24	1mo ago
Douban	IGMC	RMSE0.721	15	4mo ago
Netflix	CF-NADE	RMSE0.803	14	1mo ago
Jester joke	OPTSPACE	NMAE0.1575	12	1mo ago
Movie 10M	SP-RPRG	RMSE0.815	10	1mo ago
YahooMusic	Factorize EAE	RMSE20	10	4mo ago
MovieLens-100K u1 (test)		RMSE0.89	9	4mo ago
YahooMusic subset	IMC-GAE	RMSE18.7	8	4mo ago
Flixster subset	IGMC	RMSE0.872	8	4mo ago
MovieLens (test)	sRGCNN	RMSE0.929	8	4mo ago
Yahoo	SP-RPRG	RMSE22.537	7	1mo ago
YahooMusic (test)	F-EAE	RMSE20	7	1mo ago
Douban (test)	GC-MC	RMSE0.734	7	4mo ago
Flixster (test)	IGMC	RMSE0.906	7	4mo ago
Matrix Completion	Nuclear norm	Sample Complexity (Big O)2	6	1mo ago
Douban 1.0	IGMC	RMSE0.721	6	4mo ago
MovieLens 100k	GRAEM	RMSE0.9174	6	4mo ago
Douban 3k		RMSE0.7323	6	4mo ago
Flixster 3k	GRAEM	RMSE0.8857	6	4mo ago
Protein (test)	NNMF	RMSE0.065	6	4mo ago
NIPS (test)	NNMF	RMSE0.04	6	4mo ago
Synthetic Matrix Completion 50x2500 (out-of-sample)	Optimal Low-Rank Matrix Completion	Relative Improvement MSE (OOS)9.29	5	4mo ago
Synthetic Matrix Completion 50x2000 (out-of-sample)	Optimal Low-Rank Matrix Completion	Relative Improvement in MSE7.07	5	4mo ago
Synthetic Matrix Completion 50x1500 (out-of-sample)	Optimal Low-Rank Matrix Completion	Relative Improvement in Out-of-Sample MSE9.48	5	4mo ago

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