Abstract: To address the importance of code-deviation threshold selection in signal quality detection, a code-deviation-based threshold selection algorithm is proposed, firstly, a code-deviation ...

We evaluate DeepCode on the PaperBench benchmark (released by OpenAI), a rigorous testbed requiring AI agents to independently reproduce 20 ICML 2024 papers from scratch. The benchmark comprises 8,316 ...