Datasets › OpenMIC-2018
OpenMIC-2018
OpenMIC-2018 is an instrument recognition dataset containing 20,000 examples of Creative Commons-licensed music available on the Free Music Archive. Each example is a 10-second excerpt which has been partially labeled for the presence or absence of 20 instrument classes by annotators on a crowd-sourcing platform.
Source: OpenMIC-2018: An Open Data-set for Multiple Instrument Recognition Image Source: OpenMIC-2018: An Open Data-set for Multiple Instrument Recognition Audio Source: https://zenodo.org/record/1432913
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 | ||||
|---|---|---|---|---|---|---|
| Instrument Recognition | OpenMIC-2018 | DyMN-L mean average precision 0.855 | Dynamic Convolutional Neural Networks as Efficient... | fschmid56/efficientat | 5 | Compare |
Papers archive 2025-07-28
4 shown of 4 papers 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 8. 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 | |||
|---|---|---|---|---|
| Masked Latent Prediction and Classification for Self-Supervised Audio Representation Learning | 1 | 1 | 17 Feb 2025 | not harvested |
| Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models | 1 | 1 | 24 Oct 2023 | not harvested |
| Audio Embeddings as Teachers for Music Classification | 1 | 2 | 30 Jun 2023 | not harvested |
| Efficient Training of Audio Transformers with Patchout | 2 | 1 | 11 Oct 2021 | ran 3 of 3 samples (0 unverified) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- OpenMIC-2018
1 variant name, as the archive lists them.
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