ML Anthology

CleanMAP: Distilling Multimodal LLMs for Confidence-Driven Crowdsourced HD mAP Updates

Ankit Kumar Shaw, Kun Jiang, Tuopu Wen, Chandan Kumar Sah, Yining Shi, Mengmeng Yang, Diange Yang, Xiaoli Lian
CVPRW 2025 pp. 3798-3807
/cvprw/2025/shaw2025cvprw-cleanmap/
CVPRW Semantic Scholar

Cite

Text

Shaw et al. "CleanMAP: Distilling Multimodal LLMs for Confidence-Driven Crowdsourced HD mAP Updates." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025.

Markdown

[Shaw et al. "CleanMAP: Distilling Multimodal LLMs for Confidence-Driven Crowdsourced HD mAP Updates." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025.](https://mlanthology.org/cvprw/2025/shaw2025cvprw-cleanmap/)

BibTeX

@inproceedings{shaw2025cvprw-cleanmap,
  title     = {{CleanMAP: Distilling Multimodal LLMs for Confidence-Driven Crowdsourced HD mAP Updates}},
  author    = {Shaw, Ankit Kumar and Jiang, Kun and Wen, Tuopu and Sah, Chandan Kumar and Shi, Yining and Yang, Mengmeng and Yang, Diange and Lian, Xiaoli},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
  year      = {2025},
  pages     = {3798-3807},
  url       = {https://mlanthology.org/cvprw/2025/shaw2025cvprw-cleanmap/}
}