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<h1 align="center">
From Ideal to Real: Unified and Data-Efficient Dense Prediction for Real-World Scenarios
</h1>
<p align="center">
<a href="https://xcltql666.github.io/DenseDiTProj/"><b>[🌐 Website]</b></a> •
<a href="https://arxiv.org/abs/2506.20279"><b>[📜 Paper]</b></a> •
<a href="https://huggingface.co/xcll/DenseDiT_Model"><b>[🤗 HF Models]</b></a> •
<a href="https://huggingface.co/datasets/xcll/DenseWorld_Benchmark"><b>[🤗 HF Dataset]</b></a> •
</p>
<p align="center">
Repo for "<a href="https://arxiv.org/abs/2506.20279" target="_blank">From Ideal to Real: Unified and Data-Efficient Dense Prediction for Real-World Scenarios</a>"
</p>
## DenseDiT Model
## DenseWorld Benchmark
## Citation
If you find it helpful, please kindly cite the paper.
```
@misc{xia2025idealrealunifieddataefficient,
title={From Ideal to Real: Unified and Data-Efficient Dense Prediction for Real-World Scenarios},
author={Changliang Xia and Chengyou Jia and Zhuohang Dang and Minnan Luo},
year={2025},
eprint={2506.20279},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2506.20279},
}
``` |