--- license: mit ---

COLUMBUS: Evaluating COgnitive Lateral Understanding through Multiple-choice reBUSes

Inspired by the demonstration of creative problem-solving in the story of *Columbus' Egg*, this repository presents a benchmark of multiple-choice rebus puzzles. These are designed to challenge the lateral thinking skills of visual question answering (VQA) models. [**💻 Code**](https://github.com/koen-47/COLUMBUS) | [**📓 Notebooks**](./notebooks) | [**🌐 Website**](https://columbus-vqa.github.io/)
## Uses This dataset is used to evaluate the lateral thinking skills of vision-language models. ## Fields - `options`: the four multiple-choice options for a puzzle. - `correct`: the correct answer to the puzzle (part of `options`). - `is_icon`: flag to denote if the puzzle belongs to COLUMBUS-icon (if true) or COLUMBUS-text (if false). - `is_overlap`: flag to denote if the puzzle belongs to the subset of overlapping puzzles that have both a textual and icon variant.