Huawei Noah Tops BEHAVIOR Challenge with 48.2% Task Success

1 reports archived1 independent sourcesupdated 11/14/2026, 11:34:00

Synthesis & Latest Updates

1 Sources Cross-Validated

Huawei Noah's embodied AI team The North Star won the BEHAVIOR-1K Challenge 2026 with its HiPhys-RSI approach, beating 57 global teams and scoring roughly 0.683 Q-score with 48.2% full-task success on hidden tests. Built on Stanford's BEHAVIOR-1K benchmark, the contest doubled to 100 household tasks across 7 scenes, with the best full-task success rate rising from 12% to 48%.

LATEST/Huawei Noah's embodied AI team The North Star won the BEHAVIOR-1K Challenge 2026 with its HiPhys-RSI approach, beating 57 global teams and scoring roughly 0.683 Q-score with 48.2% full-task success on hidden tests. Built on Stanford's BEHAVIOR-1K benchmark, the contest doubled to 100 household tasks across 7 scenes, with the best full-task success rate rising from 12% to 48%.

Hourly heat curve

12 fully observed hours

Now

9.3

Peak

11.912:00

24h change

–

The line compares only sources observed throughout; gap hours are interpolated to keep the trend continuous.

Coverage timeline

Total 1 reports · Latest first

机器之心 (微信公众号)T2Nov 14, 11:34·78 pts
Huawei Noah Tops BEHAVIOR Challenge with 48.2% Task Success
- HiPhys-RSI reached 48.2% full-task success on 100 hidden household tasks, about 4x the previous best
- The challenge doubled to 100 tasks and 7 scenes, with submissions rising from 18 to 57
- Evaluation spans high-level reasoning, cross-room navigation and dual-arm manipulation, a hard test of embodied capability
View Related Reports & Analysis Original Source