Figure 6: Test Coverage vs. Bug Density. Analysis of ~100 large, mature open-source Java systems shows unit-test coverage has no meaningful relationship with the number of bugs reported after release, even when controlling for LoC and complexity. High-coverage systems often still exhibit substantial defect counts, while lower-coverage systems are not consistently worse. (Kochhar et al. 2017)
MetricRYS-XLargeImprovement over baseAverage44.75+2.61%IFEval (0-Shot)79.96-2.05%BBH (3-Shot)58.77+2.51%MATH Lvl 5 (4-Shot)38.97+8.16%GPQA (0-shot)17.90+2.58%MuSR (0-shot)23.72+17.72%MMLU-PRO (5-shot)49.20+0.31%
,更多细节参见heLLoword翻译
Apart from a spike in 2016 where it appears there was a bunch of activity around the v4 release, it’s been pretty quiet since then.。业内人士推荐手游作为进阶阅读
面對動盪,究竟哪些國家會成為最大輸家,又有哪些國家可能反而受惠?,详情可参考超级权重