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Synthetic Matrix Completion

Benchmarks

Task NameDataset NameSOTA ResultTrend
Matrix CompletionSynthetic Matrix Completion 50x2500 (out-of-sample)
Relative Improvement MSE (OOS)9.29
5
Matrix CompletionSynthetic Matrix Completion 50x2000 (out-of-sample)
Relative Improvement in MSE7.07
5
Matrix CompletionSynthetic Matrix Completion 50x1500 (out-of-sample)
Relative Improvement in Out-of-Sample MSE9.48
5
Matrix CompletionSynthetic Matrix Completion 50x1000 (out-of-sample)
Relative MSE Improvement (Out-of-Sample)6.4
5
Matrix CompletionSynthetic Matrix Completion 50x500 (out-of-sample)
Relative Improvement in Out-of-Sample MSE8.21
5
Matrix CompletionSynthetic Matrix Completion 50x250 (out-of-sample)
Relative Improvement in Out-of-Sample MSE8.83
5
Matrix CompletionSynthetic Matrix Completion 50x100 (out-of-sample)
Relative Improvement in MSE (OOS)9.93
5
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