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Lesson 10 of 20 · Patterns and Data
Benchmark datasets
Standard benchmarks (ImageNet, GLUE, SQuAD) enable comparing AI models. However, over-optimization on benchmarks can miss real-world performance.
- Benchmarks enable model comparison.
- Real-world performance may differ from benchmarks.
Think about it
What is causal inference in AI?