Dataset · Hugging Face

GeoDriveBench/GeoDrive-Bench

Name: GeoDrive-Bench
Creator: GeoDriveBench
License: cc-by-4.0
Keywords: task_categories:visual-question-answering, task_categories:multiple-choice, language:en, license:cc-by-4.0, size_categories:1K<n<10K, format:parquet, format:optimized-parquet, modality:image, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, region:us, autonomous-driving

GeoDrive-Bench A multi-country driving scene benchmark for evaluating vision-language models on culture- and region-specific traffic knowledge. Statistics 5,053 multiple-choice questions 6 countries: China (cn), USA (us), UK (uk), Japan (jp), Singapore (sg), India (ind) 4 task categories: perception, prediction, planning, region 7,160 unique driving images from 6 source datasets: nuScenes (Singapore) ONCE (China) IDD (India) CoVLA (Japan) LingoQA (UK) Waymo (USA)… See the full description on the dataset page: https://huggingface.co/datasets/GeoDriveBench/GeoDrive-Bench.

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Author / organization	GeoDriveBench
License (as declared)	cc-by-4.0
Downloads	476 (as reported by Hugging Face)
Likes	0
Created	3 May 2026
Last updated at source	4 May 2026

autonomous-drivingvision-language-modelcultural-reasoning

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