--- dataset_info: - config_name: arb_Arab features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137486834.0 num_examples: 500 download_size: 134791124 dataset_size: 137486834.0 - config_name: ces_Latn features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137446520.0 num_examples: 500 download_size: 134785755 dataset_size: 137446520.0 - config_name: deu_Latn features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137454238.0 num_examples: 500 download_size: 134791175 dataset_size: 137454238.0 - config_name: ell_Grek features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137517346.0 num_examples: 500 download_size: 134806393 dataset_size: 137517346.0 - config_name: eng_Latn features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137444817.0 num_examples: 500 download_size: 134781944 dataset_size: 137444817.0 - config_name: fra_Latn features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137459947.0 num_examples: 500 download_size: 134787833 dataset_size: 137459947.0 - config_name: heb_Hebr features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137466677.0 num_examples: 500 download_size: 134786188 dataset_size: 137466677.0 - config_name: hin_Deva features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137551925.0 num_examples: 500 download_size: 134802709 dataset_size: 137551925.0 - config_name: ind_Latn features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137448668.0 num_examples: 500 download_size: 134782439 dataset_size: 137448668.0 - config_name: ita_Latn features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137453609.0 num_examples: 500 download_size: 134784924 dataset_size: 137453609.0 - config_name: jpn_Jpan features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137468766.0 num_examples: 500 download_size: 134789904 dataset_size: 137468766.0 - config_name: kor_Hang features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137456091.0 num_examples: 500 download_size: 134786371 dataset_size: 137456091.0 - config_name: nld_Latn features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137450666.0 num_examples: 500 download_size: 134787031 dataset_size: 137450666.0 - config_name: pes_Arab features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137488564.0 num_examples: 500 download_size: 134791472 dataset_size: 137488564.0 - config_name: pol_Latn features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137450892.0 num_examples: 500 download_size: 134785811 dataset_size: 137450892.0 - config_name: por_Latn features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137452024.0 num_examples: 500 download_size: 134787586 dataset_size: 137452024.0 - config_name: ron_Latn features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137454947.0 num_examples: 500 download_size: 134793403 dataset_size: 137454947.0 - config_name: rus_Cyrl features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137516580.0 num_examples: 500 download_size: 134797794 dataset_size: 137516580.0 - config_name: spa_Latn features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137455061.0 num_examples: 500 download_size: 134791206 dataset_size: 137455061.0 - config_name: tur_Latn features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137451025.0 num_examples: 500 download_size: 134784568 dataset_size: 137451025.0 - config_name: ukr_Cyrl features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137504125.0 num_examples: 500 download_size: 134798191 dataset_size: 137504125.0 - config_name: vie_Latn features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137471202.0 num_examples: 500 download_size: 134788152 dataset_size: 137471202.0 - config_name: zho_Hans features: - name: image sequence: image - name: instruction dtype: string - name: question_id dtype: string - name: language dtype: string splits: - name: test num_bytes: 137434509.0 num_examples: 500 download_size: 134781164 dataset_size: 137434509.0 configs: - config_name: arb_Arab data_files: - split: test path: arb_Arab/test-* - config_name: ces_Latn data_files: - split: test path: ces_Latn/test-* - config_name: deu_Latn data_files: - split: test path: deu_Latn/test-* - config_name: ell_Grek data_files: - split: test path: ell_Grek/test-* - config_name: eng_Latn data_files: - split: test path: eng_Latn/test-* - config_name: fra_Latn data_files: - split: test path: fra_Latn/test-* - config_name: heb_Hebr data_files: - split: test path: heb_Hebr/test-* - config_name: hin_Deva data_files: - split: test path: hin_Deva/test-* - config_name: ind_Latn data_files: - split: test path: ind_Latn/test-* - config_name: ita_Latn data_files: - split: test path: ita_Latn/test-* - config_name: jpn_Jpan data_files: - split: test path: jpn_Jpan/test-* - config_name: kor_Hang data_files: - split: test path: kor_Hang/test-* - config_name: nld_Latn data_files: - split: test path: nld_Latn/test-* - config_name: pes_Arab data_files: - split: test path: pes_Arab/test-* - config_name: pol_Latn data_files: - split: test path: pol_Latn/test-* - config_name: por_Latn data_files: - split: test path: por_Latn/test-* - config_name: ron_Latn data_files: - split: test path: ron_Latn/test-* - config_name: rus_Cyrl data_files: - split: test path: rus_Cyrl/test-* - config_name: spa_Latn data_files: - split: test path: spa_Latn/test-* - config_name: tur_Latn data_files: - split: test path: tur_Latn/test-* - config_name: ukr_Cyrl data_files: - split: test path: ukr_Cyrl/test-* - config_name: vie_Latn data_files: - split: test path: vie_Latn/test-* - config_name: zho_Hans data_files: - split: test path: zho_Hans/test-* language: - en - fr - de - es - it - pt - ja - ko - zh - ar - el - fa - pl - id - cs - he - hi - nl - ro - ru - tr - uk - vi license: apache-2.0 --- ## Dataset Card for m-WildVision ### Dataset Details The m-WildVision dataset is a multilingual multimodal LLM evaluation set. This dataset was created by translating the prompts from the originally English-only [WildVision (vision_bench_0617)](https://arxiv.org/abs/2406.11069) test dataset using Google Translate API v3 to 22 languages. The original English-only prompts were created by Lu et al. (2024) and consist of 500 challenging user queries sourced from their WildVision-Arena platform. The authors show that these can be used to perform automatic LLM judge evaluations, which exhibit a high correlation with WildVision-Arena rankings. ### Languages: This dataset covers 23 languages: Arabic (arb_Arab), Chinese (zho_Hans), Czech (ces_Latn), Dutch (nld_Latn), English (eng_Latn), French (fra_Latn), German (deu_Latn), Greek (ell_Grek), Hebrew (heb_Hebr), Hindi (hin_Deva), Indonesian (ind_Latn), Italian (ita_Latn), Japanese (jpn_Jpan), Korean (kor_Hang), Persian (fas_Arab), Polish (pol_Latn), Portuguese (por_Latn), Romanian (ron_Latn), Russian (rus_Cyrl), Spanish (spa_Latn), Turkish (tur_Latn), Ukrainian (ukr_Cyrl), and Vietnamese (vie_Latn). ### Load with Datasets To load this dataset with Datasets, you'll need to install Datasets as `pip install datasets --upgrade` and then use the following code: ```python from datasets import load_dataset dataset = load_dataset("CohereForAI/m-WildVision", "eng_Latn") ``` The above code block will load only the English subset of the entire dataset. You can load other subsets by specifying other supported languages of interest or the entire dataset by leaving that argument as blank. ### Dataset Structure An instance of the data from the English subset looks as follows: ```python {'question_id': a711a80b19c040c2a98364b5e181b020, 'language': 'eng_Latn', 'question': 'How many workers are working in the construction site? Are all of them wearing the safety equipments? If no, who are not wearing them?' 'image': [PIL.Image], } ``` ### Dataset Fields The following are the fields in the dataset: - question_id: a unique ID for the example - language: The language of the sample, indicating the subset to which it belongs. - instruction: text of the prompt (question or instruction) - image: The raw image data in .jpg format. All language subsets of the dataset share the same fields as above. ### Authorship - Publishing Organization: [Cohere For AI](https://cohere.com/research) - Industry Type: Not-for-profit - Tech - Contact Details: https://cohere.com/research/aya ### Licensing Information This dataset can be used for any purpose, whether academic or commercial, under the terms of the Apache 2.0 License.