Unverified50% confidenceBenchmarkExact time
ChunkAct improves task success rate on the LIBERO-Pro benchmark by 5.0 percentage points over the current state-of-the-art method in the agentic robotics field
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/14/2026
First Seen
Valid until: 1/12/2027
Sources
Related Entities
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UnverifiedOn memory-intensive robotic manipulation benchmarks, the method achieved a 13.9% average absolute improvement in success rate over the strongest baseline across 23 tasks.70% similarUnverified新一代模型在SWE-bench等真实软件工程任务上的通过率首次突破50%大关63% similarUnverifiedWhen the coding agent no longer generates its own tests, the task success rate improves, overall speed increases by approximately 6%, and costs decrease by approximately 9%.63% similarUnverifiedMedIQ多智能体系统最终达到57%准确率，摘要智能体带来约5%提升，而拥有全部前置信息的Oracle上限为66%63% similarUnverifiedA WANDR score of 0.610 does not mean the model fully succeeds on 60% of tasks; the actual partial completion rate is related to the distribution of task complexity.61% similar
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