TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering

Yushi Hu, Benlin Liu, Jungo Kasai, Yizhong Wang, Mari Ostendorf, Ranjay Krishna, Noah A. Smith. TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering. In IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023. pages 20349-20360, IEEE, 2023. [doi]

@inproceedings{HuLKWOKS23,
  title = {TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering},
  author = {Yushi Hu and Benlin Liu and Jungo Kasai and Yizhong Wang and Mari Ostendorf and Ranjay Krishna and Noah A. Smith},
  year = {2023},
  doi = {10.1109/ICCV51070.2023.01866},
  url = {https://doi.org/10.1109/ICCV51070.2023.01866},
  researchr = {https://researchr.org/publication/HuLKWOKS23},
  cites = {0},
  citedby = {0},
  pages = {20349-20360},
  booktitle = {IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-0718-4},
}