| --- |
| viewer: false |
| tags: |
| - adversarial-robustness |
| - image-classification |
| - robustness-benchmark |
| --- |
| |
| # RobustGenBench-sample |
|
|
| This is a **stratified sample** of the full [RobustGenBench](https://huggingface.co/datasets/legolasflagstaff/RobustGenBench) dataset (22 GB), created for NeurIPS dataset submission review. |
|
|
| ## Structure |
|
|
| Each subfolder contains **2 images per class** extracted from the corresponding archive in the full dataset, plus `test/labels.csv` and `metadata.json`. |
|
|
| ``` |
| clean/ |
| caltech101/ ← 2 imgs/class × 101 classes = 202 images |
| fgvc-aircraft-2013b/ |
| flowers-102/ |
| oxford-iiit-pet/ |
| stanford_cars/ |
| uc-merced-land-use-dataset/ |
| |
| adversarial/ |
| common/common_severity3/<dataset>/ |
| random/linf_eps30_random_uniform/<dataset>/ |
| zeroshot_clip_vitb16_laion2b/<threat_model>/<dataset>/ |
| zeroshot_clip_vith14_laion2b/<threat_model>/<dataset>/ |
| zeroshot_metaclip_vith14_fullcc2_5b/<threat_model>/<dataset>/ |
| zeroshot_siglip2_base_patch16_224/<threat_model>/<dataset>/ |
| zeroshot_siglip2_so400m_patch14_384/<threat_model>/<dataset>/ |
| zeroshot_siglip2_so400m_patch16_naflex/<threat_model>/<dataset>/ |
| zeroshot_siglip2_so400m_patch16_naflex_patchify/<threat_model>/<dataset>/ |
| ``` |
|
|
| Each leaf folder has the same internal layout: |
| - `test/labels.csv` — `filename,label` mapping (integer class indices) |
| - `test/NNNNN.png` — flat-numbered PNG images (same filenames across clean & adversarial) |
| - `metadata.json` — split counts (clean archives only) |
|
|
| Class name mappings are in `class_names/<dataset>.json`. |
|
|
| See **[SAMPLE.md](SAMPLE.md)** for full details on sampling methodology. |
|
|
| ## Full dataset |
|
|
| 👉 https://huggingface.co/datasets/legolasflagstaff/RobustGenBench |
|
|
