--- dataset_info: - config_name: afrikaans features: - name: question_text dtype: string - name: background dtype: string - name: answer_text dtype: string - name: options sequence: string - name: language dtype: string - name: level dtype: string - name: subject dtype: string - name: subject_category dtype: string splits: - name: dev num_bytes: 8860 num_examples: 25 - name: test num_bytes: 194333 num_examples: 258 download_size: 71295 dataset_size: 203193 - config_name: chinese features: - name: question_text dtype: string - name: background dtype: string - name: answer_text dtype: string - name: options sequence: string - name: language dtype: string - name: level dtype: string - name: subject dtype: string - name: subject_category dtype: string splits: - name: dev num_bytes: 25055 num_examples: 29 - name: test num_bytes: 485093 num_examples: 682 download_size: 289255 dataset_size: 510148 - config_name: english features: - name: question_text dtype: string - name: background dtype: string - name: answer_text dtype: string - name: options sequence: string - name: language dtype: string - name: level dtype: string - name: subject dtype: string - name: subject_category dtype: string splits: - name: dev num_bytes: 12792 num_examples: 32 - name: test num_bytes: 2573796 num_examples: 1911 download_size: 697219 dataset_size: 2586588 - config_name: italian features: - name: question_text dtype: string - name: background dtype: string - name: answer_text dtype: string - name: options sequence: string - name: language dtype: string - name: level dtype: string - name: subject dtype: string - name: subject_category dtype: string splits: - name: dev num_bytes: 5834 num_examples: 18 - name: test num_bytes: 2397963 num_examples: 811 download_size: 326671 dataset_size: 2403797 - config_name: javanese features: - name: question_text dtype: string - name: background dtype: string - name: answer_text dtype: string - name: options sequence: string - name: language dtype: string - name: level dtype: string - name: subject dtype: string - name: subject_category dtype: string splits: - name: dev num_bytes: 1425 num_examples: 6 - name: test num_bytes: 187280 num_examples: 371 download_size: 84085 dataset_size: 188705 - config_name: portuguese features: - name: question_text dtype: string - name: background dtype: string - name: answer_text dtype: string - name: options sequence: string - name: language dtype: string - name: level dtype: string - name: subject dtype: string - name: subject_category dtype: string splits: - name: dev num_bytes: 20979 num_examples: 24 - name: test num_bytes: 941655 num_examples: 889 download_size: 614816 dataset_size: 962634 - config_name: swahili features: - name: question_text dtype: string - name: background dtype: string - name: answer_text dtype: string - name: options sequence: string - name: language dtype: string - name: level dtype: string - name: subject dtype: string - name: subject_category dtype: string splits: - name: dev num_bytes: 2053 num_examples: 6 - name: test num_bytes: 607215 num_examples: 428 download_size: 94031 dataset_size: 609268 - config_name: thai features: - name: question_text dtype: string - name: background dtype: string - name: answer_text dtype: string - name: options sequence: string - name: language dtype: string - name: level dtype: string - name: subject dtype: string - name: subject_category dtype: string splits: - name: dev num_bytes: 16185 num_examples: 26 - name: test num_bytes: 2249737 num_examples: 2168 download_size: 901256 dataset_size: 2265922 - config_name: vietnamese features: - name: question_text dtype: string - name: background dtype: string - name: answer_text dtype: string - name: options sequence: string - name: language dtype: string - name: level dtype: string - name: subject dtype: string - name: subject_category dtype: string splits: - name: dev num_bytes: 7974 num_examples: 28 - name: test num_bytes: 767759 num_examples: 1789 download_size: 375774 dataset_size: 775733 configs: - config_name: afrikaans data_files: - split: dev path: afrikaans/dev-* - split: test path: afrikaans/test-* - config_name: chinese data_files: - split: dev path: chinese/dev-* - split: test path: chinese/test-* - config_name: english data_files: - split: dev path: english/dev-* - split: test path: english/test-* - config_name: italian data_files: - split: dev path: italian/dev-* - split: test path: italian/test-* - config_name: javanese data_files: - split: dev path: javanese/dev-* - split: test path: javanese/test-* - config_name: portuguese data_files: - split: dev path: portuguese/dev-* - split: test path: portuguese/test-* - config_name: swahili data_files: - split: dev path: swahili/dev-* - split: test path: swahili/test-* - config_name: thai data_files: - split: dev path: thai/dev-* - split: test path: thai/test-* - config_name: vietnamese data_files: - split: dev path: vietnamese/dev-* - split: test path: vietnamese/test-* --- # M3Exam: A Multilingual 🌏, Multimodal 🖼, Multilevel 📈 Benchmark for LLMs This is the repository for [M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models](https://arxiv.org/abs/2306.05179/). TL;DR: We introduce M3Exam, a novel benchmark sourced from real and official human exam questions for evaluating LLMs in a multilingual, multimodal, and multilevel context. ![image](https://github.com/DAMO-NLP-SG/M3Exam/blob/main/images/m3exam-examples.jpg?raw=true)