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| from dataclasses import dataclass | |
| from enum import Enum | |
| class Task: | |
| benchmark: str | |
| metric: str | |
| col_name: str | |
| # Select your tasks here | |
| # --------------------------------------------------- | |
| class Tasks(Enum): | |
| # task_key in the json file, metric_key in the json file, name to display in the leaderboard | |
| task0 = Task("lid", "acc", "LID") | |
| task1 = Task("topic_classification", "acc", "TC") | |
| task2 = Task("rc_qa", "acc", "RC-QA") | |
| task3 = Task("nli", "acc", "NLI") | |
| task4 = Task("machine_translation_xx_eng", "chrf", "MT (xx-en)") | |
| task5 = Task("machine_translation_eng_xx", "chrf", "MT (en-xx)") | |
| class SpeechTasks(Enum): | |
| # task_key in the json file, metric_key in the json file, name to display in the leaderboard | |
| task0 = Task("lid", "acc", "LID") | |
| task1 = Task("topic_classification", "acc", "TC") | |
| task2 = Task("rc_qa", "acc", "RC-QA") | |
| task3 = Task("asr", "cer", "ASR") | |
| task4 = Task("s2tt_xx_eng", "chrf", "S2TT (xx-en)") | |
| #task5 = Task("s2tt_eng_xx", "chrf", "S2TT (en-xx)") | |
| NUM_FEWSHOT = 0 # Change with your few shot | |
| # --------------------------------------------------- | |
| # Your leaderboard name | |
| TITLE = """<h1 align="center" id="space-title">mSTEB Leaderboard</h1>""" | |
| # What does your leaderboard evaluate? | |
| INTRODUCTION_TEXT = """ | |
| This leaderboard has the results of evaluation of models on mSTEB benchmark. | |
| """ | |
| # Which evaluations are you running? how can people reproduce what you have? | |
| LLM_BENCHMARKS_TEXT = f""" | |
| ## Reproducibility | |
| To reproduce our results please look at the github page for mSTEB: | |
| https://github.com/McGill-NLP/mSTEB | |
| """ | |
| EVALUATION_QUEUE_TEXT = """ | |
| ## Submit your results | |
| Please provide the model name, csv file and select the appropriate result type to upload your evaluation results for mSTEB. | |
| Kindly format the results in the same way as provided in the sample csv files below. | |
| """ | |
| CITATION_BUTTON_LABEL = "Copy the following snippet to cite these results" | |
| CITATION_BUTTON_TEXT = r""" | |
| @misc{beyene2025mstebmassivelymultilingualevaluation, | |
| title = {mSTEB: Massively Multilingual Evaluation of LLMs on Speech and Text Tasks}, | |
| author = {Luel Hagos Beyene and Vivek Verma and Min Ma and Jesujoba O. Alabi | |
| and Fabian David Schmidt and Joyce Nakatumba-Nabende and | |
| David Ifeoluwa Adelani}, | |
| year = {2025}, | |
| eprint = {2506.08400}, | |
| archivePrefix = {arXiv}, | |
| primaryClass = {cs.CL}, | |
| url = {https://arxiv.org/abs/2506.08400} | |
| } | |
| """ | |