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FG-BMK Image Archive: FGVC-Aircraft

This repository stores the FGVC-Aircraft 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

  • aircraft.zip: image archive for the FGVC-Aircraft subset.

Use with FG-BMK

  1. Download aircraft.zip.
  2. Extract it to a local data directory.
  3. Use SEU-VIPGroup/FG-BMK for the corresponding question files, class lists, train/test splits, and evaluation scripts.
  4. 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 FGVC-Aircraft dataset as well as the FG-BMK project terms.

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