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πŸ“„ Paper

If you use this dataset, please cite the following paper:

MAPILLARY VISTAS VALIDATION FOR FINE-GRAINED TRAFFIC SIGNS: A Benchmark Revealing Vision-Language Model Limitations
Submitted to ICCV Workshop 2025

πŸ“„ Citation

@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},
  year={2025}
}