Unverified50% confidenceBenchmarkExact time
16 out of 28 tests in the LRO-Bench implementation recommendations cannot be determined by the few executions actually run by the benchmark
1
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50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
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Unverified该Agent定位了出错代码行、撰写修复方案、跑通28个测试全部通过，并验证不打补丁将有15个用例失败70% similarUnverifiedStandardized AI benchmarks (such as HumanEval and SWE-bench) suffer from distortion due to benchmark overfitting.69% similarUnverifiedSWE-Bench主要依赖单元测试是否通过来判定任务成功与否，但通过测试并不等于代码质量过关68% similarUnverifiedThis test used a legacy codebase benchmark provided by community members, consisting of 34 functional questions divided into four difficulty tiers: easy, medium, hard, and finale.68% similarUnverifiedThe researchers constructed a benchmark test set called ALIGNMENTFORECASTBENCH, covering more than 5,000 prediction questions, 17 target models, 32 datasets, and 16 failure modes.67% similar
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