Why most AI benchmarks tell us so little
artificial
Why most AI benchmarks tell us so little
Anthropic and Inflection AI release competitive generative models. Current benchmarks fail to reflect the real-world use of AI models. GPQA and HellaSwag were criticized for their lack of real-world applicability. Evaluation crises in the industry due...
artificial

Why most AI benchmarks tell us so little

  • Anthropic and Inflection AI release competitive generative models.
  • Current benchmarks fail to reflect the real-world use of AI models.
  • GPQA and HellaSwag were criticized for their lack of real-world applicability.
  • Evaluation crises in the industry due to outdated benchmarks.
  • MMLU's relevance was questioned due to the potential for rote memorization.

Read more:

https://techcrunch.com/2024/03/07/heres-why-most-ai-benchmarks-tell-us-so-little/

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