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UnifoLM-ER-1, a 4B-parameter embodied reasoning model built on Qwen3-VL-4B, leads open-source models on seven of 16 multimodal perception and understanding benchmarks and matches leading proprietary m…

Researchers introduced VANTAGE-Bench, a benchmark measuring an "Infrastructure AI Gap" in Vision-Language Models (VLMs) that rely on fixed cameras for open-loop tasks such as safety monitoring and ope…

PointRL, a verifiable reinforcement learning framework introduced in an arXiv paper (2608.25299v1), improves point-level vision-language grounding by converting bounding boxes, masks, and instance lab…