EgoNight: Towards Egocentric Vision Understanding at Night with a Challenging Benchmark

Published in International Conference on Learning Representations (ICLR), 2026

Recommended citation: Zhang, D., Fu, Y., Yang, R., Miao, Y., Qian, T., Zheng, X., Sun, G., Chhatkuli, A., Huang, X., Jiang, Y.-G., Van Gool, L., & Paudel, D. P. (2026). EgoNight: Towards Egocentric Vision Understanding at Night with a Challenging Benchmark. In ICLR. https://proceedings.iclr.cc/paper_files/paper/2026/file/022ca1bed6b574b962c48a2856eb207b-Paper-Conference.pdf

A benchmark for nighttime egocentric video question answering and illumination-robust multimodal large language models.