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Papers Benchmarks Datasets Tasks

Text-to-Music research benchmarks · SOTA2 Research

Text-to-Music

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Downstream Audio Generation (TTM)

0.386CLAP Score

12

Jun 4, 2026

2.02FAD

7

Jun 23, 2026

Musicaps (test)

1.53FAD

6

Apr 14, 2026

3.6Coherence

5

Apr 27, 2026

TTM Subjective Evaluation Set

3.3QMOS

4

Apr 27, 2026

T2M Evaluation Set

82.7OVL

3

Apr 14, 2026

74.5BCS

3

Feb 27, 2026

MusicGen Music open source version (test)

74.97MUSHRA Score

2

Feb 26, 2026

Popular datasets

AIST MusicGen Song Describer SongEval T2M

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