Title
UniGenBench++: A Unified Semantic Evaluation Benchmark for Text-to-Image Generation Yibin Wang Zhimin Li Yuhang Zang Jiazi Bu Yujie Zhou ... Junjun He Chunyu Wang Qinglin Lu Cheng Jin J. Wang EGVM VLM 177 3 0 21 Oct 2025
FlashWorld: High-quality 3D Scene Generation within Seconds Xinyang Li Tengfei Wang Zixiao Gu Shengchuan Zhang Chunchao Guo Liujuan Cao 3DGS 92 2 0 15 Oct 2025
NExT-OMNI: Towards Any-to-Any Omnimodal Foundation Models with Discrete Flow Matching Run Luo Xiaobo Xia Lu Wang Longze Chen Renke Shan Jing Luo Min Yang Tat-Seng Chua VGen 172 4 0 15 Oct 2025
BLINK-Twice: You see, but do you observe? A Reasoning Benchmark on Visual Perception Junyan Ye Dongzhi Jiang Jun-Jian He Baichuan Zhou Zilong Huang Zhiyuan Yan Jiaming Song Conghui He Weijia Li ReLM VLM LRM 82 2 0 10 Oct 2025
Factuality Matters: When Image Generation and Editing Meet Structured Visuals Le Zhuo Songhao Han Yuandong Pu Boxiang Qiu Sayak Paul ... Yihao Liu Jie Shao Xi Chen Si Liu Hongsheng Li EGVM 174 1 0 06 Oct 2025
Growing Visual Generative Capacity for Pre-Trained MLLMs Hanyu Wang Jiaming Han Ziyan Yang Qi Zhao Shanchuan Lin Xiangyu Yue Abhinav Shrivastava Zhenheng Yang Hao Chen VLM 131 0 0 02 Oct 2025
MultiEdit: Advancing Instruction-based Image Editing on Diverse and Challenging Tasks Mingsong Li Lin Liu Hongjun Wang Haoxing Chen Xijun Gu Shizhan Liu Dong Gong Junbo Zhao Zhenzhong Lan Jianguo Li 81 0 0 18 Sep 2025
Unified Multimodal Model as Auto-Encoder Zhiyuan Yan Kaiqing Lin Zongjian Li Junyan Ye Hui Han ... Xue Xu Xinyan Xiao Jingdong Wang Haifeng Wang Li Yuan 226 1 0 11 Sep 2025
VSF: Simple, Efficient, and Effective Negative Guidance in Few-Step Image Generation Models By Value Sign Flip Wenqi Guo Shan Du DiffM 252 0 0 11 Aug 2025
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities Wei Wei Jintao Guo Shanshan Zhao Minghao Fu Lunhao Duan ... Guo-Hua Wang Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 931 23 0 05 May 2025
Spot the Fake: Large Multimodal Model-Based Synthetic Image Detection with Artifact Explanation Siwei Wen Junyan Ye Peilin Feng Hengrui Kang Zichen Wen Yuxiao Chen Jiang Wu Wenjun Wu Conghui He Weijia Li 269 25 0 19 Mar 2025