Spaces:
Running
Running
File size: 1,208 Bytes
ffebbfb 42ec372 ffebbfb 42ec372 ffebbfb 42ec372 d7dc735 42ec372 4c8cf84 42ec372 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 |
---
title: README
emoji: 🤗
colorFrom: green
colorTo: purple
sdk: static
pinned: false
tags:
- evaluate
---
🤗 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.
It has three types of evaluations:
- **Metric**: measures the performance of a model on a given dataset, usually by comparing the model's predictions to some ground truth labels -- these are covered in this space.
- **Comparison**: used 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.
- **Measurement**: for gaining more insights on datasets and model predictions based on their properties and characteristics -- covered in the [Evaluate Measurement](https://huggingface.co/evaluate-measurement) Spaces.
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! |