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FG-BMK Image Archive: Stanford Dogs
This repository stores the Stanford Dogs image archive used by FG-BMK. It is a companion repository for SEU-VIPGroup/FG-BMK, which contains the benchmark metadata, questions, splits, and evaluation code.
Files
dog.zip: image archive for the Stanford Dogs subset.
Use with FG-BMK
- Download
dog.zip. - Extract it to a local data directory.
- Use SEU-VIPGroup/FG-BMK for the corresponding question files, class lists, train/test splits, and evaluation scripts.
- Point the FG-BMK evaluation scripts to the extracted image folder.
Citation
@article{yu2026fgbmk,
title = {Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: From Evaluation to Diagnosis},
author = {Yu, Hong-Tao and Xie, Chen-Wei and Peng, Yuxin and Belongie, Serge and Wei, Xiu-Shen},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
year = {2026}
}
License and Data Terms
This archive is provided for FG-BMK evaluation. Users must follow the license and usage terms of the original Stanford Dogs dataset as well as the FG-BMK project terms.
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