MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Paper • 2602.22638 • Published 3 days ago • 98
Code2World: A GUI World Model via Renderable Code Generation Paper • 2602.09856 • Published 19 days ago • 195
Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation Paper • 2601.20614 • Published Jan 28 • 119
Urban Socio-Semantic Segmentation with Vision-Language Reasoning Paper • 2601.10477 • Published Jan 15 • 155
Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization Paper • 2601.05432 • Published Jan 8 • 167
Taming Hallucinations: Boosting MLLMs' Video Understanding via Counterfactual Video Generation Paper • 2512.24271 • Published Dec 30, 2025 • 63
Advancing End-to-End Pixel Space Generative Modeling via Self-supervised Pre-training Paper • 2510.12586 • Published Oct 14, 2025 • 113