# Multimodal Evaluation

TinyLLaVA-Video-R1 is a small-scale video reasoning model based on the traceable training model TinyLLaVA-Video. It significantly enhances reasoning and thinking abilities through reinforcement learning and exhibits the emergent property of 'epiphany moments'.

This is a transformers-compatible vision-language model with image understanding and text generation capabilities

UIClip is a multimodal model that quantifies the design quality and relevance of user interface (UI) screenshots through textual descriptions.

ChartVE is a visual entailment model designed to evaluate the factual accuracy of generated caption sentences relative to input charts.