---
title: Scorers & quality
description: CLIPScore, VQAScore, ITMScore, FaceScore, ArtScore, and OpenS2V quality metrics.
---

import MetricPrinciples from '../../../../mdx/partials/metrics-principles-notation.mdx';
import MetricRecipes from '../../../../mdx/partials/metrics-usage-scorers.mdx';

Multimodal scorers and quality/reward metrics. Invoke through Python `get_score_model(...)` or the `compute_*` helpers below.

<MetricPrinciples />

<MetricRecipes />