Mapillary Vistas Validation for Fine-Grained Traffic Signs: A Benchmark Revealing Vision-Language Model Limitations
Paper • 2508.02047 • Published
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],
[
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],
[
156.61000061035156,
1569.239990234375,
23.93000030517578,... |
100 | images/2SYCjMPdfq8X3v4dGugXwg.jpg | 4,608 | 3,456 | {
"bbox": [
[
3106.35009765625,
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[
2706.5,
1901.47998046875,
45.70000076293945,
18.129... |
End of preview. Expand in Data Studio
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Check out the documentation for more information.
📄 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
📄 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}
}
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