Artificial Intelligence #vlm#vision-language model
New AI Research Shows Vision-Language Models Think Better with Visual Grounding
Researchers introduce visually grounded thinking, a reasoning process that interleaves natural-language thoughts with explicit point or box groundings to image regions. The method, using a scalable synthesis pipeline and grounding-aware reinforcement learning, consistently improves performance of Gemma3-4B-IT on counting and spatial reasoning benchmarks, with the 4B model matching or surpassing the 27B variant.
Jun 21, 2026 2 sources
