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README.md

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 title: README
-emoji: 🐨
+emoji: 🤗
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+colorTo: purple
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+tags:
+- evaluate
+- measurement
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-Edit this `README.md` markdown file to author your organization card 🔥
+🤗 Evaluate provides access to a wide range of evaluation tools. It covers a range of modalities such as text, computer vision, audio, etc. as well as tools to evaluate models or datasets. 
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+It has three types of evaluations:
+- **Measurement**: for gaining more insights on datasets and model predictions based on their properties and characteristics --  these are covered in this space.
+- **Metric**: measures the performance of a model on a given dataset, usually by comparing the model's predictions to some ground truth labels -- covered in the [Evaluate Metric](https://huggingface.co/evaluate-metric) Spaces.
+- **Comparison**: used useful to compare the performance of two or more models on a single test dataset., e.g. by comparing their predictions to ground truth labels and computing their agreement -- covered in the [Evaluate Comparison](https://huggingface.co/spaces/evaluate-comparison) Spaces.
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+All three types of evaluation supported by the 🤗 Evaluate library are meant to be mutually complementary, and help our community carry out more mindful and responsible evaluation!