If you use this dataset, please cite the following paper:
MAPILLARY VISTAS VALIDATION FOR FINE-GRAINED TRAFFIC SIGNS: A Benchmark Revealing Vision-Language Model LimitationsSubmitted to ICCV Workshop 2025
@article{garg2025mapillary,
title={Mapillary Vistas Validation for Fine-Grained Traffic Signs: A Benchmark Revealing Vision-Language Model Limitations},
author={Garg, Sparsh and Aich, Abhishek},
journal={arXiv preprint arXiv:2508.02047}ā¦ See the full description on the dataset page:
https://huggingface.co/datasets/sparshgarg57/mapillary_traffic_signs.
