Face Detection on WIDER Face (Easy)

Metric: AP (higher is better)

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#	Model↕	AP▼	Extra Data	Paper	Date↕	Code
1	ASFD-D6	0.972	No	ASFD: Automatic and Scalable Face Detector	2022-01-26	-
2	TinaFace(ResNet-50)	0.97	No	TinaFace: Strong but Simple Baseline for Face De...	2020-11-26	Code
3	RetinaFace+Lpts+Lpixel	0.96942	No	RetinaFace: Single-stage Dense Face Localisation...	2019-05-02	Code
4	YOLOv5x6	0.9667	No	YOLO5Face: Why Reinventing a Face Detector	2021-05-27	Code
5	AInnoFace	0.965	No	Accurate Face Detection for High Performance	2019-05-05	-
6	YOLOv5m6	0.9638	No	YOLO5Face: Why Reinventing a Face Detector	2021-05-27	Code
7	Poly-NL(ResNet-50)	0.9637	No	Poly-NL: Linear Complexity Non-local Layers with...	2021-07-06	-
8	PyramidBox	0.961	No	PyramidBox: A Context-assisted Single Shot Face ...	2018-03-21	Code
9	SCRFD-34GF	0.9606	No	Sample and Computation Redistribution for Effici...	2021-05-10	Code
10	DSFD (RFB)	0.96	No	DSFD: Dual Shot Face Detector	2018-10-24	Code
11	SRN	0.959	No	Selective Refinement Network for High Performanc...	2018-09-07	Code
12	+ DH + HIM	0.957	No	Robust Face Detection via Learning Small Faces o...	2018-11-28	Code
13	MogFace (SSE)	0.956	No	MogFace: Towards a Deeper Appreciation on Face D...	2021-03-20	Code
14	YOLOv5s6	0.953	No	YOLO5Face: Why Reinventing a Face Detector	2021-05-27	Code
15	SCRFD-10GF	0.9516	No	Sample and Computation Redistribution for Effici...	2021-05-10	Code
16	MogFace (HCAM)	0.951	No	MogFace: Towards a Deeper Appreciation on Face D...	2021-03-20	Code
17	FDNet	0.95	No	Face Detection Using Improved Faster RCNN	2018-02-06	-
18	MogFace (Ali-AMS)	0.946	No	MogFace: Towards a Deeper Appreciation on Face D...	2021-03-20	Code
19	YOLOv5s	0.9433	No	YOLO5Face: Why Reinventing a Face Detector	2021-05-27	Code
20	Face R-FCN	0.943	No	Detecting Faces Using Region-based Fully Convolu...	2017-09-14	Code
21	SCRFD-2.5GF	0.9378	No	Sample and Computation Redistribution for Effici...	2021-05-10	Code
22	S3FD(F+S+M)	0.937	No	S$^3$FD: Single Shot Scale-invariant Face Detector	2017-08-17	Code
23	CenterFace	0.932	No	CenterFace: Joint Face Detection and Alignment U...	2019-11-09	Code
24	SCRFD-0.5GF	0.9057	No	Sample and Computation Redistribution for Effici...	2021-05-10	Code
25	img2pose	0.9	No	img2pose: Face Alignment and Detection via 6DoF,...	2020-12-14	Code
26	LFFD	0.896	No	LFFD: A Light and Fast Face Detector for Edge De...	2019-04-24	Code
27	Multitask Cascade CNN	0.851	No	Joint Face Detection and Alignment using Multi-t...	2016-04-11	Code
28	FD-CNN	0.773	No	-	-	-

#1ASFD-D6SOTA
0.972
AP· 2022-01-26
ASFD: Automatic and Scalable Face Detector
#2TinaFace(ResNet-50)SOTA
0.97
AP· 2020-11-26
TinaFace: Strong but Simple Baseline for Face Detection Code
#3RetinaFace+Lpts+LpixelSOTA
0.96942
AP· 2019-05-02
RetinaFace: Single-stage Dense Face Localisation in the Wild Code
#4YOLOv5x6
0.9667
AP· 2021-05-27
YOLO5Face: Why Reinventing a Face Detector Code
#5AInnoFace
0.965
AP· 2019-05-05
Accurate Face Detection for High Performance
#6YOLOv5m6
0.9638
AP· 2021-05-27
YOLO5Face: Why Reinventing a Face Detector Code
#7Poly-NL(ResNet-50)
0.9637
AP· 2021-07-06
Poly-NL: Linear Complexity Non-local Layers with Polynomials
#8PyramidBoxSOTA
0.961
AP· 2018-03-21
PyramidBox: A Context-assisted Single Shot Face Detector Code
#9SCRFD-34GF
0.9606
AP· 2021-05-10
Sample and Computation Redistribution for Efficient Face Detection Code
#10DSFD (RFB)
0.96
AP· 2018-10-24
DSFD: Dual Shot Face Detector Code
#11SRN
0.959
AP· 2018-09-07
Selective Refinement Network for High Performance Face Detection Code
#12+ DH + HIM
0.957
AP· 2018-11-28
Robust Face Detection via Learning Small Faces on Hard Images Code
#13MogFace (SSE)
0.956
AP· 2021-03-20
MogFace: Towards a Deeper Appreciation on Face Detection Code
#14YOLOv5s6
0.953
AP· 2021-05-27
YOLO5Face: Why Reinventing a Face Detector Code
#15SCRFD-10GF
0.9516
AP· 2021-05-10
Sample and Computation Redistribution for Efficient Face Detection Code
#16MogFace (HCAM)
0.951
AP· 2021-03-20
MogFace: Towards a Deeper Appreciation on Face Detection Code
#17FDNetSOTA
0.95
AP· 2018-02-06
Face Detection Using Improved Faster RCNN
#18MogFace (Ali-AMS)
0.946
AP· 2021-03-20
MogFace: Towards a Deeper Appreciation on Face Detection Code
#19YOLOv5s
0.9433
AP· 2021-05-27
YOLO5Face: Why Reinventing a Face Detector Code
#20Face R-FCNSOTA
0.943
AP· 2017-09-14
Detecting Faces Using Region-based Fully Convolutional Networks Code
#21SCRFD-2.5GF
0.9378
AP· 2021-05-10
Sample and Computation Redistribution for Efficient Face Detection Code
#22S3FD(F+S+M)SOTA
0.937
AP· 2017-08-17
S$^3$FD: Single Shot Scale-invariant Face Detector Code
#23CenterFace
0.932
AP· 2019-11-09
CenterFace: Joint Face Detection and Alignment Using Face as Point Code
#24SCRFD-0.5GF
0.9057
AP· 2021-05-10
Sample and Computation Redistribution for Efficient Face Detection Code
#25img2pose
0.9
AP· 2020-12-14
img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation Code
#26LFFD
0.896
AP· 2019-04-24
LFFD: A Light and Fast Face Detector for Edge Devices Code
#27Multitask Cascade CNNSOTA
0.851
AP· 2016-04-11
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks Code
#28FD-CNN
0.773
AP
No paper