Music Modeling on Nottingham

Metric: NLL (higher is better)

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#	Model↕	NLL▼	Extra Data	Paper	Date↕	Code
1	RNN	4.05	No	An Empirical Evaluation of Generic Convolutional...	2018-03-04	Code
2	GRU	3.46	No	An Empirical Evaluation of Generic Convolutional...	2018-03-04	Code
3	Transformer	3.34	No	R-Transformer: Recurrent Neural Network Enhanced...	2019-07-12	Code
4	LSTM	3.29	No	An Empirical Evaluation of Generic Convolutional...	2018-03-04	Code
5	TCN	3.07	No	An Empirical Evaluation of Generic Convolutional...	2018-03-04	Code
6	Seq-U-Net	2.97	No	Seq-U-Net: A One-Dimensional Causal U-Net for Ef...	2019-11-14	Code
7	TCN	2.783	No	Seq-U-Net: A One-Dimensional Causal U-Net for Ef...	2019-11-14	Code
8	R-Transformer	2.37	No	R-Transformer: Recurrent Neural Network Enhanced...	2019-07-12	Code