# Metrics

## Metrics
[//]: # (TODO: aenum.Enum raises error when generating docs: not supported by inspect.signature. See: https://github.com/ethanfurman/aenum/issues/44)
[//]: # (### Metrics)
[//]: # ([[autodoc]] metrics.metrics.Metrics)
### Metric
[[autodoc]] metrics.utils.metric_utils.Metric
### CorpusLevelMetric
[[autodoc]] metrics.utils.metric_utils.CorpusLevelMetric
### SampleLevelMetric
[[autodoc]] metrics.utils.metric_utils.SampleLevelMetric
### MetricGrouping
[[autodoc]] metrics.utils.metric_utils.MetricGrouping
### CorpusLevelMetricGrouping
[[autodoc]] metrics.utils.metric_utils.CorpusLevelMetricGrouping
### SampleLevelMetricGrouping
[[autodoc]] metrics.utils.metric_utils.SampleLevelMetricGrouping

## Corpus Metrics
### CorpusLevelF1Score
[[autodoc]] metrics.metrics_corpus.CorpusLevelF1Score
### CorpusLevelPerplexityMetric
[[autodoc]] metrics.metrics_corpus.CorpusLevelPerplexityMetric
### CorpusLevelTranslationMetric
[[autodoc]] metrics.metrics_corpus.CorpusLevelTranslationMetric
### matthews_corrcoef
[[autodoc]] metrics.metrics_corpus.matthews_corrcoef

## Sample Metrics
### ExactMatches
[[autodoc]] metrics.metrics_sample.ExactMatches
### F1_score
[[autodoc]] metrics.metrics_sample.F1_score
### LoglikelihoodAcc
[[autodoc]] metrics.metrics_sample.LoglikelihoodAcc
### NormalizedMultiChoiceProbability
[[autodoc]] metrics.metrics_sample.NormalizedMultiChoiceProbability
### Probability
[[autodoc]] metrics.metrics_sample.Probability
### Recall
[[autodoc]] metrics.metrics_sample.Recall
### MRR
[[autodoc]] metrics.metrics_sample.MRR
### ROUGE
[[autodoc]] metrics.metrics_sample.ROUGE
### BertScore
[[autodoc]] metrics.metrics_sample.BertScore
### Extractiveness
[[autodoc]] metrics.metrics_sample.Extractiveness
### Faithfulness
[[autodoc]] metrics.metrics_sample.Faithfulness
### BLEURT
[[autodoc]] metrics.metrics_sample.BLEURT
### BLEU
[[autodoc]] metrics.metrics_sample.BLEU
### StringDistance
[[autodoc]] metrics.metrics_sample.StringDistance
### JudgeLLM
[[autodoc]] metrics.metrics_sample.JudgeLLM
### JudgeLLMMTBench
[[autodoc]] metrics.metrics_sample.JudgeLLMMTBench
### JudgeLLMMixEval
[[autodoc]] metrics.metrics_sample.JudgeLLMMixEval
### MajAtK
[[autodoc]] metrics.metrics_sample.MajAtK

## LLM-as-a-Judge
### JudgeLM
[[autodoc]] metrics.llm_as_judge.JudgeLM
