ResearchBenchmarksPolyphonic music modeling on Nottingham (Nott)Follow1.32NLL (nats)DBN+LSTM1.2261.86052.4953.1295Mar 4, 2018Oct 24, 2018Jun 15, 2019Feb 5, 2020Sep 26, 2020May 18, 2021Jan 8, 2022Evaluation ResultsMethodMethodLinksNLL (nats)DBN+LSTM2018.031.32R-Transformer2022.012.24RNN-NADE2022.012.31LNF2022.012.39HMMStates=2^11States=2^112022.012.43LHMMRank N=2^9, State:rank...Rank N=2^9, State:rank ratio=4:12022.012.6LV-RNN2022.012.72DMM2022.012.77STORN2022.012.85SRNN2022.012.94Seq-U-Net2022.012.97TCNSize=1MSize=1M2018.033.07LSTM2022.013.43TSBN2022.013.67