README.md

---
license: apache-2.0
pipeline_tag: feature-extraction
---

# SOLAR: Self-supervised Joint Learning for Symmetric Multimodal Retrieval

Models of ICML 2026 paper [SOLAR: Self-supervised Joint Learning for Symmetric Multimodal Retrieval](https://arxiv.org/abs/2605.15868), including SOLAR-C and SOLAR-B+D (both after stage 2).

To inference, please refer to [our code](https://github.com/codefuse-ai/SOLAR). 

For benchmark, please refer to [sym-MM2MM](https://huggingface.co/datasets/yangwj211/sym-MM2MM).

## Citation

```bibtex
@article{yang2026solar,
  title={SOLAR: Self-supervised Joint Learning for Symmetric Multimodal Retrieval},
  author={Yang, Wenjie and Yu, Hang and Guo, Yuyu and Di, Peng},
  journal={arXiv preprint arXiv:2605.15868},
  year={2026}
}
```