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mmeval.metrics

mmeval.metrics

Metrics

Accuracy

Top-k accuracy evaluation metric.

SingleLabelMetric

alias of mmeval.metrics.precision_recall_f1score.SingleLabelPrecisionRecallF1score

MultiLabelMetric

alias of mmeval.metrics.precision_recall_f1score.MultiLabelPrecisionRecallF1score

AveragePrecision

Calculate the average precision with respect of classes.

MeanIoU

MeanIoU evaluation metric.

COCODetection

COCO object detection task evaluation metric.

ProposalRecall

Proposals recall evaluation metric.

VOCMeanAP

Pascal VOC evaluation metric.

OIDMeanAP

Open Images Dataset detection evaluation metric.

F1Score

Compute F1 scores.

HmeanIoU

HmeanIoU metric.

EndPointError

EndPointError evaluation metric.

PCKAccuracy

PCK accuracy evaluation metric, which is widely used in pose estimation.

MpiiPCKAccuracy

PCKh accuracy evaluation metric for MPII dataset.

JhmdbPCKAccuracy

PCK accuracy evaluation metric for Jhmdb dataset.

AVAMeanAP

AVA evaluation metric.

StructuralSimilarity

Calculate StructuralSimilarity (structural similarity).

SignalNoiseRatio

Signal-to-Noise Ratio.

PeakSignalNoiseRatio

Peak Signal-to-Noise Ratio.

MeanAbsoluteError

Mean Absolute Error metric for image.

MeanSquaredError

Mean Squared Error metric for image.

BLEU

Bilingual Evaluation Understudy metric.

SumAbsoluteDifferences

Sum of Absolute Differences metric for image.

GradientError

Gradient error for evaluating alpha matte prediction.

MattingMeanSquaredError

Mean Squared Error metric for image matting.

ConnectivityError

Connectivity error for evaluating alpha matte prediction.

DOTAMeanAP

DOTA evaluation metric.

ROUGE

Calculate Rouge Score used for automatic summarization.

NaturalImageQualityEvaluator

Calculate Natural Image Quality Evaluator(NIQE) metric.

Perplexity

Perplexity measures how well a language model predicts a text sample.

CharRecallPrecision

Calculate the char level recall & precision.

KeypointEndPointError

EPE evaluation metric.

KeypointAUC

AUC evaluation metric.

KeypointNME

NME evaluation metric.

WordAccuracy

Calculate the word level accuracy.

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