README.md

CC-Bench

Structure

CC-Bench/
├── train/
│   ├── medical_diagnosis/
│   │   ├── imgs/
│   │   └── train.json
│   ├── industrial_inspection/
│   │   ├── imgs/
│   │   └── train.json
│   └── video_surveillance/
│       ├── imgs/
│       └── train.json
└── test/
    ├── medical_diagnosis/
    │   ├── imgs/
    │   ├── test_A.json
    │   ├── test_B.json
    │   ├── gt_A.json
    │   └── gt_B.json
    ├── industrial_inspection/
    │   ├── imgs/
    │   ├── test_A.json
    │   ├── test_B.json
    │   ├── gt_A.json
    │   └── gt_B.json
    └── video_surveillance/
        ├── imgs/
        ├── test_A.json
        ├── test_B.json
        ├── gt_A.json
        └── gt_B.json

Licensing Information

Each of the publicly available sub-datasets present in CC-Bench are governed by specific licensing conditions. Therefore, when making use of them you must take into consideration each of the licenses governing each dataset. To the extent we have any rights in the prompts and additional labeling in the json files, these are licensed under CC-BY-4.0.

Citation

If you find this dataset useful, please cite:

@article{yang2026criterion,
  title={Criterion-Conditional In-Context Learning: Evaluating Criterion-Shift Adaptation in Vision-Language Models},
  author={Yang, Kaiyun and Yang, Ruilin and Yao, Zhimin and Wang, Jikai and Ge, Wei},
  journal={arXiv preprint arXiv:2607.02575},
  year={2026}
}