Task	Dataset	Model	Metric name	Metric value	Global rank
Instance Segmentation	COCO	Mask R-CNN	Average Precision	37.1%	# 4
Keypoint Detection	COCO	Mask R-CNN	Validation AP	69.2	# 5
Keypoint Detection	COCO	Mask R-CNN	Test AP	63.1	# 4
Object Detection	COCO	Mask R-CNN	Bounding Box AP	39.8	# 25
Multi-Human Parsing	MHP v1.0	Mask R-CNN	AP 0.5	52.68%	# 2
Multi-Human Parsing	MHP v2.0	Mask R-CNN	AP 0.5	14.90%	# 3

🦡 Badges

Include the markdown at the top of your GitHub README.md file to showcase the performance of the model.

Badges are live and will be dynamically updated with the latest ranking of this paper.

Badge	Markdown
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/multi-human-parsing-on-mhp-v10)](https://paperswithcode.com/sota/multi-human-parsing-on-mhp-v10?p=mask-r-cnn)`
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/multi-human-parsing-on-mhp-v20)](https://paperswithcode.com/sota/multi-human-parsing-on-mhp-v20?p=mask-r-cnn)`
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/instance-segmentation-on-coco)](https://paperswithcode.com/sota/instance-segmentation-on-coco?p=mask-r-cnn)`
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/keypoint-detection-on-coco)](https://paperswithcode.com/sota/keypoint-detection-on-coco?p=mask-r-cnn)`
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/object-detection-on-coco)](https://paperswithcode.com/sota/object-detection-on-coco?p=mask-r-cnn)`

Mask R-CNN

ICCV 2017 • Kaiming He • Georgia Gkioxari • Piotr Dollár • Ross Girshick

We present a conceptually simple, flexible, and general framework for object instance segmentation. Our approach efficiently detects objects in an image while simultaneously generating a high-quality segmentation mask for each instance... (read more)

PDF Abstract

Code

Add Remove

tensorflow/models

53,064

facebookresearch/detectron

20,402

matterport/Mask_RCNN

12,112

tensorpack/tensorpack

4,151

TuSimple/mx-maskrcnn

1,703

See all 58 implementations

Tasks

Add Remove

HUMAN PART SEGMENTATION

INSTANCE SEGMENTATION

KEYPOINT DETECTION

MULTI-HUMAN PARSING

OBJECT DETECTION

SEMANTIC SEGMENTATION

Evaluation results from the paper

Add Remove

#2 best model for Multi-Human Parsing on MHP v1.0

Get a GitHub badge

Task	Dataset	Model	Metric name	Metric value	Global rank	Compare
Instance Segmentation	COCO	Mask R-CNN	Average Precision	37.1%	# 4	See all
Keypoint Detection	COCO	Mask R-CNN	Validation AP	69.2	# 5	See all
Keypoint Detection	COCO	Mask R-CNN	Test AP	63.1	# 4	See all
Object Detection	COCO	Mask R-CNN	Bounding Box AP	39.8	# 25	See all
Multi-Human Parsing	MHP v1.0	Mask R-CNN	AP 0.5	52.68%	# 2	See all
Multi-Human Parsing	MHP v2.0	Mask R-CNN	AP 0.5	14.90%	# 3	See all

Mask R-CNN

Code Edit Add Remove

Tasks Edit Add Remove

Evaluation results from the paper Edit Add Remove

Code

Add Remove

Tasks

Add Remove

Evaluation results from the paper

Add Remove