Datasets › MusicBench
MusicBench
The MusicBench dataset is a music audio-text pair dataset that was designed for text-to-music generation purpose and released along with Mustango text-to-music model. MusicBench is based on the MusicCaps dataset, which it expands from 5,521 samples to 52,768 training and 400 test samples!
Dataset Details MusicBench expands MusicCaps by:
Including music features of chords, beats, tempo, and key that are extracted from the audio. Describing these music features using text templates and thus enhancing the original text prompts. Expanding the number of audio samples by performing musically meaningful augmentations: semitone pitch shifts, tempo changes, and volume changes.
Train set size = 52,768 samples Test set size = 400
This dataset also includes FMACaps, which was used as a second test set.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Text-to-Music Generation | MusicBench | Mustango (non-pretrained) FAD 2.09 | Mustango: Toward Controllable Text-to-Music Generation | amaai-lab/mustango +3 | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 6. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Mustango: Toward Controllable Text-to-Music Generation | 4 | 1 | 14 Nov 2023 | ran 7 of 9 samples (2 unverified) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
CC
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- MusicBench
1 variant name, as the archive lists them.
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