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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.

📄 Paper | 📚 arXiv | 💻 Code | 📓 Notebooks | 🌐 Website

image/png

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.