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cs.CV2026

PinpointQA: A Benchmark for Small Object-Centric Spatial Understanding in Indoor Videos

Zhiyu Zhou, Peilin Liu, Ruoxuan Zhang +4

Reliable embodied interaction in indoor environments requires agents to precisely localize small everyday objects from visual observations. Yet this fundamental capability remains…

cs.CV2025

CookAnything: A Framework for Flexible and Consistent Multi-Step Recipe Image Generation

Ruoxuan Zhang, Bin Wen, Hongxia Xie +5

Cooking is a sequential and visually grounded activity, where each step such as chopping, mixing, or frying carries both procedural logic and visual semantics. While recent diffusi…

cs.CV2025

RecipeGen: A Step-Aligned Multimodal Benchmark for Real-World Recipe Generation

Ruoxuan Zhang, Jidong Gao, Bin Wen +4

Creating recipe images is a key challenge in food computing, with applications in culinary education and multimodal recipe assistants. However, existing datasets lack fine-grained…

cs.CV2025

EmoArt: A Multidimensional Dataset for Emotion-Aware Artistic Generation

Cheng Zhang, Hongxia xie, Bin Wen +3

With the rapid advancement of diffusion models, text-to-image generation has achieved significant progress in image resolution, detail fidelity, and semantic alignment, particularl…

cs.CV2025

RecipeGen: A Benchmark for Real-World Recipe Image Generation

Ruoxuan Zhang, Hongxia Xie, Yi Yao +6

Recipe image generation is an important challenge in food computing, with applications from culinary education to interactive recipe platforms. However, there is currently no real-…