mmpretrain.evaluation

该包中包含了用于分类任务的一系列评测指标及评测器。

Single Label Metric

Accuracy	Accuracy evaluation metric.
SingleLabelMetric	A collection of precision, recall, f1-score and support for single-label tasks.
ConfusionMatrix	A metric to calculate confusion matrix for single-label tasks.

Multi Label Metric

AveragePrecision	Calculate the average precision with respect of classes.
MultiLabelMetric	A collection of precision, recall, f1-score and support for multi-label tasks.
VOCAveragePrecision	Calculate the average precision with respect of classes for VOC dataset.
VOCMultiLabelMetric	A collection of metrics for multi-label multi-class classification task based on confusion matrix for VOC dataset.

Retrieval Metric

RetrievalRecall	Recall evaluation metric for image retrieval.
RetrievalAveragePrecision	Calculate the average precision for image retrieval.