ARC Prize 2024

2024-12-06 14:20:00
arcprize.org

ARC Prize remains undefeated.
New ideas still needed.

The Grand Prize remains unclaimed.

The official 2024 Technical Report.

2024 competition results
Top solution approaches
In-depth technical analysis
Trends & key insights

All scores & papers below are open source & reproducible.

2024 High Score Winners

Score (private eval)

2024 Paper Award Winners

1st Place – $50k

“Combining Induction and Transduction for Abstract Reasoning”.
Li et al.

2nd Place – $20k

“The Surprising Effectiveness of Test-Time Training for Abstract Reasoning”.
Akyürek et al.

3rd Place – $5k

“Searching Latent Program Spaces”.
Bonnet & Macfarlane

Runners Up – $2.5k

“The LLM ARChitect: Solving ARC-AGI Is a Matter of Perspective”.
Franzen et al.

“Omni-ARC”.
Barbadillo

“Mini-ARC: Solving Abstraction and Reasoning Puzzles with Small Transformer Models”.
Fletcher-Hill

“Towards Efficient Neurally-Guided Program Induction for ARC-AGI”.
Ouellette

“A 2D nGPT Model For ARC Prize”.
Puget

2024 ARC-AGI-Pub High Scores

Score (semi-private eval) / Score (public eval)

ARC Prize 2025

We aspire to grow ARC Prize from its experimental origins into a durable north star for AGI.

The 2025 edition of the competition will account for a diversity of incentives to serve academics, independent researchers, startups, and big labs.

Alongside the competition launch, expect to see ARC-AGI-2 – same format, better benchmark.

We’ll announce more competition details early next year. Stay tuned!

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