BEHAVIOR Robot Challenge Returns
DavidmComfort · x · 2026-07-14
Stanford's BEHAVIOR Challenge is back for its second year, focusing on long-horizon complex tasks for robots in real-life scenarios.
This year's updates include:
- More complex tasks and improved evaluation
- 1950 hours of human teleoperation data
- 200 demos per task
- Rich language annotations
Key details:
- Submission deadline: 2026-10-16
- Winners announced: 2026-11-04
- Prize pool: $11,000
The post emphasizes that these everyday long-horizon tasks remain unsolved, requiring planning, object detection, manipulation, and failure recovery. Last year's winning solution achieved only a 12.4% full task success rate.
Related event: Stanford Launches 2026 BEHAVIOR Challenge and BEHAVIOR-1K Benchmark(9 posts)→
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