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ResearchFormerly WizWand

Music Modeling

Benchmarks

DatasetSOTA 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