Tencent· HunyuanResearch paper

Real life is where context gets hard

Tencent Hunyuan introduces CL-bench Life, a benchmark for evaluating context learning ability in real-life settings, containing 405 context-task pairs and 5,348 human-written rubrics. Evaluations of 12 language models show they solve only 14.5% of tasks on average, with the best model (GPT-5.5 High) solving 22.2%.

From the source

We introduce CL-bench Life, a rigorous benchmark for evaluating context learning ability in real-life settings and guiding future model development.

hunyuan.tencent.com

Announced

30 Apr 2026 07:00 UTC

Detected

28 Aug 2026 12:02 UTC (+120d after)