Abstraction and Reasoning Corpus
Table of Contents
- The Abstraction and Reasoning Corpus (ARC) is a unique benchmark designed to measure AI skill acquisition and track progress towards achieving human-level AI.
- Introduced by François Chollet in 2019
- It is an IQ test for AI: humans can effortlessly solve an average of 80% of all ARC tasks, current algorithms can only manage up to 31%.
Figure 1: Abstraction and Reasoning Corpus
- Summary of some approaches: https://lewish.io/posts/arc-agi-2025-research-review
1. CompressARC: ARC-AGI without Pretraining
- By Isaac Liao and Albert Gu
https://iliao2345.github.io/blog_posts/arc_agi_without_pretraining/arc_agi_without_pretraining.html