Evaluations is a comprehensive AI tool designed for assessing and comparing multimodal machine learning models. With features such as entity tracking, logical reasoning evaluation, and real-world question answering, it caters to various user groups including researchers, data scientists, and machine learning practitioners.

The tool enables users to create, manage, and save custom evaluation sessions using tmux for persisting workspaces across system shutdowns. It offers a structured environment for visual deductive reasoning and tasks like counting cards and graph comprehension, alongside an intuitive interface for conducting evaluations and viewing model comparisons.