Add dataset card

README.md

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+---
+pretty_name: FG-BMK Image Archive - VegFru
+license: other
+language:
+- en
+task_categories:
+- image-classification
+tags:
+- fine-grained-recognition
+- large-vision-language-models
+- benchmark
+- image-dataset
+---
+
+# FG-BMK Image Archive: VegFru
+
+This repository stores the VegFru 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
+
+- `vegfru.zip`: image archive for the VegFru subset.
+
+## Use with FG-BMK
+
+1. Download `vegfru.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 VegFru dataset as well as the FG-BMK project terms.
+