2 papers
cs.CV2025
I2I-Bench: A Comprehensive Benchmark Suite for Image-to-Image Editing Models
Juntong Wang, Jiarui Wang, Huiyu Duan +3
Image editing models are advancing rapidly, yet comprehensive evaluation remains a significant challenge. Existing image editing benchmarks generally suffer from limited task scope…
cs.CV2025
LMM4Edit: Benchmarking and Evaluating Multimodal Image Editing with LMMs
Zitong Xu, Huiyu Duan, Bingnan Liu +9
The rapid advancement of Text-guided Image Editing (TIE) enables image modifications through text prompts. However, current TIE models still struggle to balance image quality, edit…