ResearchBenchmarksPolyphonic Music Modeling on JSB ChoralesFollow3.47Negative Log-Likelihood (nats)DBN+LSTM3.27844.57175.8657.1583Mar 4, 2018Oct 24, 2018Jun 15, 2019Feb 5, 2020Sep 26, 2020May 18, 2021Jan 8, 2022Evaluation ResultsMethodMethodLinksNegative Log-Likelihood (nats)DBN+LSTM2018.033.47LV-RNN2022.013.99SRNN2022.014.74RNN-NADE2022.015.19HMMStates=2^11States=2^112022.015.74LHMMRank N=2^9, State:rank...Rank N=2^9, State:rank ratio=4:12022.015.8DMM2022.016.39LNF2022.016.53STORN2022.016.91TSBN2022.017.48TCNSize=300KSize=300K2018.038.1Seq-U-Net2022.018.17LSTM2022.018.17R-Transformer2022.018.26