3 papers
cs.CV2026
DART: Difficulty-Adaptive Routing for Zero-Shot Video Temporal Grounding
Zhengbo Zhang, Mark He Huang, Zhigang Tu +1
Zero-shot video temporal grounding (VTG) localizes events in untrimmed videos from natural language queries without task-specific training. Existing methods rely on frame-query fea…
cs.CV2026
Reasmory: 3D Reconstruction as Explicit Memory for VLMs Spatial Reasoning
Jixuan He, Xueting Li, Chieh Hubert Lin +1
Vision-Language Models (VLMs) exhibit emerging spatial reasoning capabilities, yet they remain unreliable on tasks requiring precise spatial understanding, such as viewpoint reason…
cs.CV2026
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences
Fangzhou Lin, Peiran Li, Lingyu Xu +12
Instruction-guided image editing is becoming a general interface for visual work, yet existing benchmarks still focus largely on narrow appearance edits and do not fully capture th…