Update README.md

README.md

@@ -1,154 +1,174 @@
----
-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: 1925899097.0
-    num_examples: 698
-  - name: ballroom_tempo
-    num_bytes: 1925872452.0
-    num_examples: 698
-  - name: fma_medium
-    num_bytes: 498305254.0
-    num_examples: 500
-  - name: fma_small
-    num_bytes: 494577738.0
-    num_examples: 500
-  - name: gs_key
-    num_bytes: 871698808.0
-    num_examples: 604
-  - name: gs_key_30s
-    num_bytes: 723475817.0
-    num_examples: 500
-  - name: gtzan
-    num_bytes: 1322966904.0
-    num_examples: 999
-  - name: gtzan_key
-    num_bytes: 1107113457.0
-    num_examples: 836
-  - name: gtzan_tempo
-    num_bytes: 1322940956.0
-    num_examples: 999
-  - name: guitarset
-    num_bytes: 1412458931.0
-    num_examples: 500
-  - name: ins_cls
-    num_bytes: 66276146.0
-    num_examples: 500
-  - name: mcaps
-    num_bytes: 1722373272.0
-    num_examples: 500
-  - name: md4q
-    num_bytes: 291638084.0
-    num_examples: 900
-  - name: mmau_music
-    num_bytes: 357422483.0
-    num_examples: 334
-  - name: mtg_genre
-    num_bytes: 4668391219.0
-    num_examples: 500
-  - name: mtg_ins
-    num_bytes: 4401162056.0
-    num_examples: 500
-  - name: mtg_mood
-    num_bytes: 4021913485.0
-    num_examples: 500
-  - name: mucho
-    num_bytes: 4664881419.128
-    num_examples: 1184
-  - name: nsyn_ins
-    num_bytes: 64126382.0
-    num_examples: 500
-  - name: nsyn_pitch
-    num_bytes: 64106228.0
-    num_examples: 500
-  - name: salami_cnt
-    num_bytes: 3343328652.0
-    num_examples: 831
-  - name: salami_overall
-    num_bytes: 1465379451.0
-    num_examples: 380
-  - name: salami_pred
-    num_bytes: 2090449745.0
-    num_examples: 500
-  - name: salami_segd
-    num_bytes: 1989854578.0
-    num_examples: 500
-  - name: tat
-    num_bytes: 58716441.0
-    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-*
----
+---
+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}, 
+}