README.md

---
license: apache-2.0
dataset_info:
  features:
  - name: id
    dtype: string
  - name: question
    dtype: string
  - name: audio
    dtype:
      audio:
        sampling_rate: 16000
  - name: time_seg
    sequence: float32
  - name: choices
    sequence: string
  - name: choices_text
    dtype: string
  - name: correct_choice
    dtype: string
  - name: answer
    dtype: string
  splits:
  - name: ballroom_genres
    num_bytes: 1925899097
    num_examples: 698
  - name: ballroom_tempo
    num_bytes: 1925872452
    num_examples: 698
  - name: fma_medium
    num_bytes: 498305254
    num_examples: 500
  - name: fma_small
    num_bytes: 494577738
    num_examples: 500
  - name: gs_key
    num_bytes: 871698808
    num_examples: 604
  - name: gs_key_30s
    num_bytes: 723475817
    num_examples: 500
  - name: gtzan
    num_bytes: 1322966904
    num_examples: 999
  - name: gtzan_key
    num_bytes: 1107113457
    num_examples: 836
  - name: gtzan_tempo
    num_bytes: 1322940956
    num_examples: 999
  - name: guitarset
    num_bytes: 1412458931
    num_examples: 500
  - name: ins_cls
    num_bytes: 66276146
    num_examples: 500
  - name: mcaps
    num_bytes: 1722373272
    num_examples: 500
  - name: md4q
    num_bytes: 291638084
    num_examples: 900
  - name: mmau_music
    num_bytes: 357422483
    num_examples: 334
  - name: mtg_genre
    num_bytes: 4668391219
    num_examples: 500
  - name: mtg_ins
    num_bytes: 4401162056
    num_examples: 500
  - name: mtg_mood
    num_bytes: 4021913485
    num_examples: 500
  - name: mucho
    num_bytes: 4664881419.128
    num_examples: 1184
  - name: nsyn_ins
    num_bytes: 64126382
    num_examples: 500
  - name: nsyn_pitch
    num_bytes: 64106228
    num_examples: 500
  - name: salami_cnt
    num_bytes: 3343328652
    num_examples: 831
  - name: salami_overall
    num_bytes: 1465379451
    num_examples: 380
  - name: salami_pred
    num_bytes: 2090449745
    num_examples: 500
  - name: salami_segd
    num_bytes: 1989854578
    num_examples: 500
  - name: tat
    num_bytes: 58716441
    num_examples: 500
  download_size: 37124447550
  dataset_size: 40875329055.128
configs:
- config_name: default
  data_files:
  - split: ballroom_genres
    path: data/ballroom_genres-*
  - split: ballroom_tempo
    path: data/ballroom_tempo-*
  - split: fma_medium
    path: data/fma_medium-*
  - split: fma_small
    path: data/fma_small-*
  - split: gs_key
    path: data/gs_key-*
  - split: gs_key_30s
    path: data/gs_key_30s-*
  - split: gtzan
    path: data/gtzan-*
  - split: gtzan_key
    path: data/gtzan_key-*
  - split: gtzan_tempo
    path: data/gtzan_tempo-*
  - split: guitarset
    path: data/guitarset-*
  - split: ins_cls
    path: data/ins_cls-*
  - split: mcaps
    path: data/mcaps-*
  - split: md4q
    path: data/md4q-*
  - split: mmau_music
    path: data/mmau_music-*
  - split: mtg_genre
    path: data/mtg_genre-*
  - split: mtg_ins
    path: data/mtg_ins-*
  - split: mtg_mood
    path: data/mtg_mood-*
  - split: mucho
    path: data/mucho-*
  - split: nsyn_ins
    path: data/nsyn_ins-*
  - split: nsyn_pitch
    path: data/nsyn_pitch-*
  - split: salami_cnt
    path: data/salami_cnt-*
  - split: salami_overall
    path: data/salami_overall-*
  - split: salami_pred
    path: data/salami_pred-*
  - split: salami_segd
    path: data/salami_segd-*
  - split: tat
    path: data/tat-*
tags:
- music
size_categories:
- 10K<n<100K
---
MuCUE bench proposed in [Advancing the Foundation Model for Music Understanding](https://arxiv.org/abs/2508.01178)

eval code: https://github.com/Rickey-CS/MuCUE-Bench

## Citation

```bibtex
@misc{jiang2025advancingfoundationmodelmusic,
      title={Advancing the Foundation Model for Music Understanding}, 
      author={Yi Jiang and Wei Wang and Xianwen Guo and Huiyun Liu and Hanrui Wang and Youri Xu and Haoqi Gu and Zhongqian Xie and Chuanjiang Luo},
      year={2025},
      eprint={2508.01178},
      archivePrefix={arXiv},
      primaryClass={cs.SD},
      url={https://arxiv.org/abs/2508.01178}, 
}