AccuracyMetrics

Accuracy metrics

• Image classification: accuracy (top-1, top-5)
• Object detection: mean average precision (mAP), coco_precision
• Semantic segmentation: mean intersection over union (mIoU)
• Instance segmentation: coco_orig_precision, coco_orig_segm_precision

Task	Dataset	Accuracy
Image classification	ImageNet	top-1
		top-5
Object detection	PASCAL VOC 2012	Mean Average Precision (mAP)
	MS COCO	COCO Precision
Semantic segmentation	PASCAL VOC 2012	Mean Intersection over Union (mIoU)
Instance segmentation	MS COCO	COCO Origin Precision
		COCO Origin Segmentation Precision