ARC Prize remains undefeated.
New ideas still needed.
ARC Prize 2024
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 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
| o3 (coming soon) | 75.7% | 82.8% | |
| Jeremy Berman | 53.6% | 58.5% | Code Paper |
| MARA(BARC) + MIT | 47.5% | 62.8% | Code Paper |
| Ryan Greenblatt | 43% | 42% | Code Paper |
| o1-preview | 18% | 21% | Code |
| Claude 3.5 Sonnet | 14% | 21% | Code |
| GPT-4o | 5% | 9% | Code |
| Gemini 1.5 | 4.5% | 8% | Code |
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!
