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A graphical demo running as a benchmark of the OGRE engine. In computing, a benchmark is the act of running a computer program, a set of programs, or other operations, in order to assess the relative performance of an object, normally by running a number of standard tests and trials against it.
The term benchmark, originates from the history of guns and ammunition, in regards to the same aim as for the business term: comparison and improved performance.The introduction of gunpowder arms replaced the bow and arrow from the archer, who now had to learn to handle a gun.
In applied mathematics, test functions, known as artificial landscapes, are useful to evaluate characteristics of optimization algorithms, such as convergence rate, precision, robustness and general performance.
Today's term: benchmarks. You probably think of a benchmark as simply a baseline for comparison, something you can measure performance or judge quality against -- and if so, you're right. But if ...
Benchmarking is sometimes referred to as 'post-stratification' because of its similarities to stratified sampling.The difference between the two is that in stratified sampling, we decide in advance how many units will be sampled from each stratum (equivalent to benchmarking cells); in benchmarking, we select units from the broader population, and the number chosen from each cell is a matter of ...
Benchmark (surveying), a point of known elevation marked for the purpose of surveying; Benchmarking (geolocating), an activity involving finding benchmarks; Benchmark (computing), the result of running a computer program to assess performance; Benchmark, a best-performing, or gold standard test in medicine and statistics
The MMLU consists of about 16,000 multiple-choice questions spanning 57 academic subjects including mathematics, philosophy, law, and medicine. It is one of the most commonly used benchmarks for comparing the capabilities of large language models, with over 100 million downloads as of July 2024. [1] [2]
In computing, a benchmark is the result of running a computer program, or a set of programs, in order to assess the relative performance of an object, by running a number of standard tests and trials against it. The term is also commonly used for specially-designed benchmarking programs themselves.