Music Transcription on MusicNet

Metric: APS (higher is better)

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#	Model↕	APS▼	Extra Data	Paper	Date↕	Code
1	Residual Shuffle-Exchange network	78.02	No	Residual Shuffle-Exchange Networks for Fast Proc...	2020-04-06	Code
2	Complex Transformer	74.22	No	Complex Transformer: A Framework for Modeling Co...	2019-10-22	Code
3	Deep Complex Network	72.9	No	Deep Complex Networks	2017-05-27	Code
4	Concatenated Transformer	71.3	No	Complex Transformer: A Framework for Modeling Co...	2019-10-22	Code
5	Deep Real Network	69.6	No	Deep Complex Networks	2017-05-27	Code
6	CNN (64 stride)	67.8	No	Learning Features of Music from Scratch	2016-11-29	Code

#1Residual Shuffle-Exchange networkSOTA
78.02
APS· 2020-04-06
Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences Code
#2Complex TransformerSOTA
74.22
APS· 2019-10-22
Complex Transformer: A Framework for Modeling Complex-Valued Sequence Code
#3Deep Complex NetworkSOTA
72.9
APS· 2017-05-27
Deep Complex Networks Code
#4Concatenated Transformer
71.3
APS· 2019-10-22
Complex Transformer: A Framework for Modeling Complex-Valued Sequence Code
#5Deep Real Network
69.6
APS· 2017-05-27
Deep Complex Networks Code
#6CNN (64 stride)SOTA
67.8
APS· 2016-11-29
Learning Features of Music from Scratch Code