PixelWorld

The official code of our paper PixelWorld: Towards Perceiving Everything as Pixels.

Refactoring... There may be some problems with the reference relationship between codes.

Installation

pip install -r requirements.txt

Get Started

From Local Files

python data.py --dataset WikiSS_QADataset --model GPT4o --mode text --prompt base

From Huggingface Dataset

python data.py --dataset WikiSS_QADataset --model GPT4o --mode text --prompt base --from_hf

Project Site

PixelWorld

Citation

@article{lyu2024pixelworld,
    title={PixelWorld: Towards Perceiving Everything as Pixels},
    author={Lyu, Zhiheng and Ma, Xueguang and Chen, Wenhu},
    year={2025},
    eprint={2501.19339},
    archivePrefix={arXiv},
    primaryClass={cs.CL},
    url={http://arxiv.org/abs/2501.19339},
}