| --- |
| license: other |
| task_categories: |
| - text-retrieval |
| language: |
| - en |
| - zh |
| tags: |
| - audio-text-retrieval |
| - spoken-query-retrieval |
| - mteb |
| pretty_name: SQuTR for MTEB |
| configs: |
| - config_name: du_retrieval-corpus |
| data_files: |
| - split: test |
| path: du_retrieval-corpus/test-* |
| - config_name: du_retrieval-qrels |
| data_files: |
| - split: test |
| path: du_retrieval-qrels/test-* |
| - config_name: du_retrieval-queries-clean |
| data_files: |
| - split: test |
| path: du_retrieval-queries-clean/test-* |
| - config_name: du_retrieval-queries-snr-0 |
| data_files: |
| - split: test |
| path: du_retrieval-queries-snr-0/test-* |
| - config_name: du_retrieval-queries-snr-10 |
| data_files: |
| - split: test |
| path: du_retrieval-queries-snr-10/test-* |
| - config_name: du_retrieval-queries-snr-20 |
| data_files: |
| - split: test |
| path: du_retrieval-queries-snr-20/test-* |
| - config_name: fiqa-corpus |
| data_files: |
| - split: test |
| path: fiqa-corpus/test-* |
| - config_name: fiqa-qrels |
| data_files: |
| - split: test |
| path: fiqa-qrels/test-* |
| - config_name: fiqa-queries-clean |
| data_files: |
| - split: test |
| path: fiqa-queries-clean/test-* |
| - config_name: fiqa-queries-snr-0 |
| data_files: |
| - split: test |
| path: fiqa-queries-snr-0/test-* |
| - config_name: fiqa-queries-snr-10 |
| data_files: |
| - split: test |
| path: fiqa-queries-snr-10/test-* |
| - config_name: fiqa-queries-snr-20 |
| data_files: |
| - split: test |
| path: fiqa-queries-snr-20/test-* |
| - config_name: hotpotqa-corpus |
| data_files: |
| - split: test |
| path: hotpotqa-corpus/test-* |
| - config_name: hotpotqa-qrels |
| data_files: |
| - split: test |
| path: hotpotqa-qrels/test-* |
| - config_name: hotpotqa-queries-clean |
| data_files: |
| - split: test |
| path: hotpotqa-queries-clean/test-* |
| - config_name: hotpotqa-queries-snr-0 |
| data_files: |
| - split: test |
| path: hotpotqa-queries-snr-0/test-* |
| - config_name: hotpotqa-queries-snr-10 |
| data_files: |
| - split: test |
| path: hotpotqa-queries-snr-10/test-* |
| - config_name: hotpotqa-queries-snr-20 |
| data_files: |
| - split: test |
| path: hotpotqa-queries-snr-20/test-* |
| - config_name: medical_retrieval-corpus |
| data_files: |
| - split: test |
| path: medical_retrieval-corpus/test-* |
| - config_name: medical_retrieval-qrels |
| data_files: |
| - split: test |
| path: medical_retrieval-qrels/test-* |
| - config_name: medical_retrieval-queries-clean |
| data_files: |
| - split: test |
| path: medical_retrieval-queries-clean/test-* |
| - config_name: medical_retrieval-queries-snr-0 |
| data_files: |
| - split: test |
| path: medical_retrieval-queries-snr-0/test-* |
| - config_name: medical_retrieval-queries-snr-10 |
| data_files: |
| - split: test |
| path: medical_retrieval-queries-snr-10/test-* |
| - config_name: medical_retrieval-queries-snr-20 |
| data_files: |
| - split: test |
| path: medical_retrieval-queries-snr-20/test-* |
| - config_name: nq-corpus |
| data_files: |
| - split: test |
| path: nq-corpus/test-* |
| - config_name: nq-qrels |
| data_files: |
| - split: test |
| path: nq-qrels/test-* |
| - config_name: nq-queries-clean |
| data_files: |
| - split: test |
| path: nq-queries-clean/test-* |
| - config_name: nq-queries-snr-0 |
| data_files: |
| - split: test |
| path: nq-queries-snr-0/test-* |
| - config_name: nq-queries-snr-10 |
| data_files: |
| - split: test |
| path: nq-queries-snr-10/test-* |
| - config_name: nq-queries-snr-20 |
| data_files: |
| - split: test |
| path: nq-queries-snr-20/test-* |
| - config_name: t2_retrieval-corpus |
| data_files: |
| - split: test |
| path: t2_retrieval-corpus/test-* |
| - config_name: t2_retrieval-qrels |
| data_files: |
| - split: test |
| path: t2_retrieval-qrels/test-* |
| - config_name: t2_retrieval-queries-clean |
| data_files: |
| - split: test |
| path: t2_retrieval-queries-clean/test-* |
| - config_name: t2_retrieval-queries-snr-0 |
| data_files: |
| - split: test |
| path: t2_retrieval-queries-snr-0/test-* |
| - config_name: t2_retrieval-queries-snr-10 |
| data_files: |
| - split: test |
| path: t2_retrieval-queries-snr-10/test-* |
| - config_name: t2_retrieval-queries-snr-20 |
| data_files: |
| - split: test |
| path: t2_retrieval-queries-snr-20/test-* |
| dataset_info: |
| - config_name: du_retrieval-corpus |
| features: |
| - name: id |
| dtype: string |
| - name: title |
| dtype: string |
| - name: text |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 91613307 |
| num_examples: 100001 |
| download_size: 62996201 |
| dataset_size: 91613307 |
| - config_name: du_retrieval-qrels |
| features: |
| - name: query-id |
| dtype: string |
| - name: corpus-id |
| dtype: string |
| - name: score |
| dtype: int32 |
| splits: |
| - name: test |
| num_bytes: 747764 |
| num_examples: 9839 |
| download_size: 408739 |
| dataset_size: 747764 |
| - config_name: du_retrieval-queries-clean |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 328542754 |
| num_examples: 2000 |
| download_size: 328616864 |
| dataset_size: 328542754 |
| - config_name: du_retrieval-queries-snr-0 |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 219146972 |
| num_examples: 2000 |
| download_size: 219203390 |
| dataset_size: 219146972 |
| - config_name: du_retrieval-queries-snr-10 |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 219146972 |
| num_examples: 2000 |
| download_size: 219205329 |
| dataset_size: 219146972 |
| - config_name: du_retrieval-queries-snr-20 |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 219146972 |
| num_examples: 2000 |
| download_size: 219205428 |
| dataset_size: 219146972 |
| - config_name: fiqa-corpus |
| features: |
| - name: id |
| dtype: string |
| - name: title |
| dtype: string |
| - name: text |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 45303212 |
| num_examples: 57638 |
| download_size: 27711317 |
| dataset_size: 45303212 |
| - config_name: fiqa-qrels |
| features: |
| - name: query-id |
| dtype: string |
| - name: corpus-id |
| dtype: string |
| - name: score |
| dtype: int32 |
| splits: |
| - name: test |
| num_bytes: 37172 |
| num_examples: 1706 |
| download_size: 20162 |
| dataset_size: 37172 |
| - config_name: fiqa-queries-clean |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 155683707 |
| num_examples: 648 |
| download_size: 155682018 |
| dataset_size: 155683707 |
| - config_name: fiqa-queries-snr-0 |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 103829506 |
| num_examples: 648 |
| download_size: 103823286 |
| dataset_size: 103829506 |
| - config_name: fiqa-queries-snr-10 |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 103829506 |
| num_examples: 648 |
| download_size: 103824055 |
| dataset_size: 103829506 |
| - config_name: fiqa-queries-snr-20 |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 103829506 |
| num_examples: 648 |
| download_size: 103823934 |
| dataset_size: 103829506 |
| - config_name: hotpotqa-corpus |
| features: |
| - name: id |
| dtype: string |
| - name: title |
| dtype: string |
| - name: text |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 1621286119 |
| num_examples: 5233329 |
| download_size: 981075180 |
| dataset_size: 1621286119 |
| - config_name: hotpotqa-qrels |
| features: |
| - name: query-id |
| dtype: string |
| - name: corpus-id |
| dtype: string |
| - name: score |
| dtype: int32 |
| splits: |
| - name: test |
| num_bytes: 636264 |
| num_examples: 14810 |
| download_size: 263904 |
| dataset_size: 636264 |
| - config_name: hotpotqa-queries-clean |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 2509895361 |
| num_examples: 7405 |
| download_size: 2509955237 |
| dataset_size: 2509895361 |
| - config_name: hotpotqa-queries-snr-0 |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 1673846645 |
| num_examples: 7405 |
| download_size: 1673814662 |
| dataset_size: 1673846645 |
| - config_name: hotpotqa-queries-snr-10 |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 1673846645 |
| num_examples: 7405 |
| download_size: 1673821810 |
| dataset_size: 1673846645 |
| - config_name: hotpotqa-queries-snr-20 |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 1673846645 |
| num_examples: 7405 |
| download_size: 1673822068 |
| dataset_size: 1673846645 |
| - config_name: medical_retrieval-corpus |
| features: |
| - name: id |
| dtype: string |
| - name: title |
| dtype: string |
| - name: text |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 37797267 |
| num_examples: 100999 |
| download_size: 24363939 |
| dataset_size: 37797267 |
| - config_name: medical_retrieval-qrels |
| features: |
| - name: query-id |
| dtype: string |
| - name: corpus-id |
| dtype: string |
| - name: score |
| dtype: int32 |
| splits: |
| - name: test |
| num_bytes: 22893 |
| num_examples: 1000 |
| download_size: 12226 |
| dataset_size: 22893 |
| - config_name: medical_retrieval-queries-clean |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 278297189 |
| num_examples: 1000 |
| download_size: 278302091 |
| dataset_size: 278297189 |
| - config_name: medical_retrieval-queries-snr-0 |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 185589959 |
| num_examples: 1000 |
| download_size: 185586413 |
| dataset_size: 185589959 |
| - config_name: medical_retrieval-queries-snr-10 |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 185589959 |
| num_examples: 1000 |
| download_size: 185587501 |
| dataset_size: 185589959 |
| - config_name: medical_retrieval-queries-snr-20 |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 185589959 |
| num_examples: 1000 |
| download_size: 185587379 |
| dataset_size: 185589959 |
| - config_name: nq-corpus |
| features: |
| - name: id |
| dtype: string |
| - name: title |
| dtype: string |
| - name: text |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 1381417863 |
| num_examples: 2681468 |
| download_size: 767812981 |
| dataset_size: 1381417863 |
| - config_name: nq-qrels |
| features: |
| - name: query-id |
| dtype: string |
| - name: corpus-id |
| dtype: string |
| - name: score |
| dtype: int32 |
| splits: |
| - name: test |
| num_bytes: 116519 |
| num_examples: 4201 |
| download_size: 51113 |
| dataset_size: 116519 |
| - config_name: nq-queries-clean |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 637586685 |
| num_examples: 3452 |
| download_size: 637573995 |
| dataset_size: 637586685 |
| - config_name: nq-queries-snr-0 |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 425261043 |
| num_examples: 3452 |
| download_size: 425216833 |
| dataset_size: 425261043 |
| - config_name: nq-queries-snr-10 |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 425261043 |
| num_examples: 3452 |
| download_size: 425219976 |
| dataset_size: 425261043 |
| - config_name: nq-queries-snr-20 |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 425261043 |
| num_examples: 3452 |
| download_size: 425219846 |
| dataset_size: 425261043 |
| - config_name: t2_retrieval-corpus |
| features: |
| - name: id |
| dtype: string |
| - name: title |
| dtype: string |
| - name: text |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 266200341 |
| num_examples: 118605 |
| download_size: 154622043 |
| dataset_size: 266200341 |
| - config_name: t2_retrieval-qrels |
| features: |
| - name: query-id |
| dtype: string |
| - name: corpus-id |
| dtype: string |
| - name: score |
| dtype: int32 |
| splits: |
| - name: test |
| num_bytes: 2657655 |
| num_examples: 118932 |
| download_size: 1161799 |
| dataset_size: 2657655 |
| - config_name: t2_retrieval-queries-clean |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 4321931237 |
| num_examples: 22812 |
| download_size: 4322083020 |
| dataset_size: 4321931237 |
| - config_name: t2_retrieval-queries-snr-0 |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 2882483760 |
| num_examples: 22812 |
| download_size: 2882452773 |
| dataset_size: 2882483760 |
| - config_name: t2_retrieval-queries-snr-10 |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 2882483760 |
| num_examples: 22812 |
| download_size: 2882475474 |
| dataset_size: 2882483760 |
| - config_name: t2_retrieval-queries-snr-20 |
| features: |
| - name: id |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: transcript |
| dtype: string |
| - name: snr_db |
| dtype: int32 |
| - name: noise_id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 2882483760 |
| num_examples: 22812 |
| download_size: 2882474141 |
| dataset_size: 2882483760 |
| --- |
| |
| # SQuTR for MTEB |
|
|
| MTEB-ready packaging of [SQuTR](https://huggingface.co/datasets/SLLMCommunity/SQuTR), a bilingual spoken-query-to-text retrieval benchmark. |
|
|
| It contains FiQA, HotpotQA, NQ, MedicalRetrieval, DuRetrieval, and T2Retrieval. Each collection includes clean, 20 dB, 10 dB, and 0 dB audio queries. |
|
|
| Query transcripts are kept for provenance but are not exposed to evaluated MTEB models. |
|
|
| SQuTR's generated data is CC BY-SA 4.0. The packaged corpora and qrels keep their original dataset licenses, including NQ's CC BY-NC-SA 3.0 terms. See the [source dataset](https://huggingface.co/datasets/SLLMCommunity/SQuTR) for details. |
|
|
| Source revision: `2f1b041e2e98e0d28ed68fbcf22126ef247eb719` |
|
|
| ## Citation |
|
|
| ```bibtex |
| @misc{li2026squtrrobustnessbenchmarkspoken, |
| author = {Yuejie Li and Ke Yang and Yueying Hua and Berlin Chen and Jianhao Nie and Yueping He and Caixin Kang}, |
| title = {SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise}, |
| year = {2026}, |
| eprint = {2602.12783}, |
| archivePrefix = {arXiv}, |
| primaryClass = {cs.IR}, |
| url = {https://arxiv.org/abs/2602.12783} |
| } |
| ``` |
|
|
