State-of-the-Art Algorithm

A State-of-the-Art Algorithm is an algorithm that can outperform most other algorithms on a certain task against one or more of the performance metrics.

• Context:
  • It can (typically) achieve State-of-the-Art Performance Level.
  • It can (often) be compared to a Benchmark Algorithm.
  • It can be tested against a Benchmark Task.
  • It can be applied by a State-of-the-Art System.
• Example(s):
  • a State-of-the-Art Machine Learning Algorithm.
• Counter-Example(s):
  • a Traditional Algorithm.
  • a Benchmark Algorithm.
• See: State-of-the-Art, Benchmark Computing System.

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