Tencent· HunyuanResearch paper

Learning from context is harder than we thought

Tencent Hunyuan introduces CL-bench, a benchmark to evaluate whether language models can learn new knowledge from context rather than relying solely on parametric memory, covering four types of real-world context learning scenarios with a contamination-free design.

From the source

To evaluate how far current models are from being true context learners, we built CL-bench, a benchmark that tests whether LMs can learn new knowledge from context and apply it correctly.

hunyuan.tencent.com

Announced

03 Feb 2026 03:54 UTC

Detected

28 Aug 2026 12:02 UTC (+206d after)