ARC Prize 2024: Technical Report

Core knowledge

Elizabeth S. Spelke and Katherine D. Kinzler · 2007

Earlier work this paper cites.

Deep Learning with Python

François Chollet · 2017

Earlier work this paper cites.

Abstraction and Reasoning Corpus for Artificial General Intelligence (ARC-AGI)

François Chollet · 2019

Earlier work this paper cites.

On the Measure of Intelligence

Original

François Chollet · 2019

Earlier work this paper cites.

AAAI Fall Symposium Talk. “Abstraction & Reasoning: What Deep Learning can do, what it can’t, and what we can try next”

François Chollet · 2020

Earlier work this paper cites.

Abstraction and Reasoning Challenge

François Chollet, Katherine Tong, Walter Reade, and Julia Elliott · 2020

Earlier work this paper cites.

LoRA: Low-Rank Adaptation of Large Language Models

Original

Edward J. Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen · 2021

Earlier work this paper cites.

ARCathon 2022

Lab42 · 2022

Earlier work this paper cites.

ARCathon 2023

Lab42 · 2023

Cited alongside, same era.

The Surprising Effectiveness of Test-Time Training for Abstract Reasoning

Original

Ekin Akyürek, Mehul Damani, Linlu Qiu, Han Guo, Yoon Kim, and Jacob Andreas · 2024

Cited alongside, same era.

AI achieves silver-medal standard solving International Mathematical Olympiad problems

AlphaProof and AlphaGeometry teams · 2024

Cited alongside, same era.

Solution Summary for ARC24

Guillermo Barbadillo · 2024

Cited alongside, same era.

Searching Latent Program Spaces

Clément Bonnet and Matthew V. Macfarlane · 2024

Cited alongside, same era.

The LLM ARChitect: Solving ARC-AGI Is A Matter of Perspective

Daniel Franzen, Jan Disselhoff, and David Hartmann · 2024

Cited alongside, same era.

RE-ARC: Reverse-Engineering the Abstraction and Reasoning Corpus

Michael Hodel · 2024

Closest in time.

ARC Prize

Mike Knoop, François Chollet, Bryan Landers, and Greg Kamradt · 2024

Closest in time.

H-ARC: A Robust Estimate of Human Performance on the Abstraction and Reasoning Corpus Benchmark

Original

Solim LeGris, Wai Keen Vong, Brenden M. Lake, and Todd M. Gureckis · 2024

Closest in time.

Combining Induction and Transduction for Abstract Reasoning

Original

Wen-Ding Li, Keya Hu, Carter Larsen, Yuqing Wu, Simon Alford, Caleb Woo, Spencer M. Dunn, Hao Tang, Michelangelo Naim, Dat Nguyen, Wei-Long Zheng, Zenna Tavares, Yewen Pu, and Kevin Ellis · 2024

Closest in time.

MindsAI Submission for ARC Challenge 2024

led by Jack Cole MindsAI Team · 2024

Closest in time.