grounding

Falcon Perception is a 0.6B-parameter early-fusion Transformer model released by TII UAE for open-vocabulary grounding and segmentation from natural language prompts, utilizing hybrid attention and specialized heads.

DeepMind introduces FACTS Grounding, a comprehensive benchmark with 1,719 examples for evaluating how accurately large language models ground their responses in source material and avoid hallucinations. The benchmark includes a public dataset and an online Kaggle leaderboard tracking LLM performance on factual accuracy and grounding tasks.