--- 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} } ```