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pretty_name: FG-BMK Image Archive - CUB-200-2011
license: other
language:
- en
task_categories:
- image-classification
tags:
- fine-grained-recognition
- large-vision-language-models
- benchmark
- image-dataset
---
# FG-BMK Image Archive: CUB-200-2011
This repository stores the CUB-200-2011 image archive used by FG-BMK. It is a companion repository for [SEU-VIPGroup/FG-BMK](https://huggingface.co/datasets/SEU-VIPGroup/FG-BMK), which contains the benchmark metadata, questions, splits, and evaluation code.
## Files
- `CUB.zip`: image archive for the CUB-200-2011 subset.
## Use with FG-BMK
1. Download `CUB.zip`.
2. Extract it to a local data directory.
3. Use [SEU-VIPGroup/FG-BMK](https://huggingface.co/datasets/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
```bibtex
@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 CUB-200-2011 dataset as well as the FG-BMK project terms.
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