SOLAR: Self-supervised Joint Learning for Symmetric Multimodal Retrieval

Models of ICML 2026 paper SOLAR: Self-supervised Joint Learning for Symmetric Multimodal Retrieval, including SOLAR-C and SOLAR-B+D (both after stage 2).

To inference, please refer to our code.

For benchmark, please refer to sym-MM2MM.

Citation

@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}
}