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Music Modeling research benchmarks · SOTA2 Research

Music Modeling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

J.S. Bach Chorales 16th notes (val)

0.22Validation NLL

25

Feb 26, 2026

JSB Chorales (test)

8.09Loss

11

Feb 26, 2026

2.37Average Loss

7

Feb 26, 2026

0.201L1 Error

6

May 12, 2026

Piano-e-Competition (val)

TF with relative global attention

1.835Val NLL

6

Feb 26, 2026

Piano-Midi (test)

7.4NLL

5

Feb 26, 2026

Undilated TCN XD

8.07Average Loss

5

Feb 26, 2026

Nottingham (test)

2.37Loss

5

Feb 26, 2026

Bach corpus quarter-note resolution (test)

5.03Framewise NLL

4

Feb 26, 2026

MusicNet selector B

0.884Loss

3

Jun 5, 2026

MusicNet selector A

0.958Loss

3

Jun 5, 2026

MAESTRO controls

0.921Loss

3

Jun 5, 2026

Bach corpus sixteenth-note resolution (test)

2.05Framewise NLL

1

Feb 26, 2026

Bach corpus eighth-note resolution (test)

3.78Framewise NLL

1

Feb 26, 2026

Popular datasets

Bach corpus JSB Chorales Nottingham MusicNet J.S. Bach Chorales

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