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BenchmarkDeepSeek Open Source Benchmark for Unified Evaluation / DeepStop UE

DeepStop UE

An open-source programming agent evaluation benchmark released by DeepSeek, covering scenarios such as code generation, debugging, and multi-step task execution. Its defining characteristic is the simultaneous evaluation of the overall collaboration between a model and its tool harness, rather than testing model language capabilities in isolation.

Timeline (last 90 days)

Sep 18

Using the same checkpoint and the same max effort setting, the DeepSeek streamlined harness scored 72.6 on DeepStop UE, while OpenCode scored only 65.5.

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Sep 18

DeepStop UE (DeepSeek Open Source Benchmark for Unified Evaluation) is a benchmark suite used by DeepSeek to evaluate the capabilities of coding agents, assessing the overall performance of an agent working in conjunction with a harness.

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