3D Face Reconstruction on WIDER Face (Medium)

Metric: AP (higher is better)

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Results

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#	Model↕	AP▼	Extra Data	Paper	Date↕	Code
1	ASFD-D6	0.965	No	ASFD: Automatic and Scalable Face Detector	2022-01-26	-
2	TinaFace(ResNet-50)	0.963	No	TinaFace: Strong but Simple Baseline for Face De...	2020-11-26	Code
3	RetinaFace+Lpts+Lpixel	0.96175	No	RetinaFace: Single-stage Dense Face Localisation...	2019-05-02	Code
4	Poly-NL(ResNet-50)	0.9571	No	Poly-NL: Linear Complexity Non-local Layers with...	2021-07-06	-
5	AInnoFace	0.957	No	Accurate Face Detection for High Performance	2019-05-05	-
6	DSFD	0.953	No	DSFD: Dual Shot Face Detector	2018-10-24	Code
7	YOLOv5x6	0.9508	No	YOLO5Face: Why Reinventing a Face Detector	2021-05-27	Code
8	SCRFD-34GF	0.9492	No	Sample and Computation Redistribution for Effici...	2021-05-10	Code
9	+ DH + HIM	0.949	No	Robust Face Detection via Learning Small Faces o...	2018-11-28	Code
10	YOLOv5l6	0.949	No	YOLO5Face: Why Reinventing a Face Detector	2021-05-27	Code
11	SRN	0.948	No	Selective Refinement Network for High Performanc...	2018-09-07	Code
12	PyramidBox	0.946	No	PyramidBox: A Context-assisted Single Shot Face ...	2018-03-21	Code
13	DSFD (RFB)	0.945	No	DSFD: Dual Shot Face Detector	2018-10-24	Code
14	YOLOv5s6	0.944	No	YOLO5Face: Why Reinventing a Face Detector	2021-05-27	Code
15	MogFace (HCAM)	0.942	No	MogFace: Towards a Deeper Appreciation on Face D...	2021-03-20	Code
16	FDNet	0.939	No	Face Detection Using Improved Faster RCNN	2018-02-06	-
17	SCRFD-10GF	0.9387	No	Sample and Computation Redistribution for Effici...	2021-05-10	Code
18	MogFace (Ali-AMS)	0.936	No	MogFace: Towards a Deeper Appreciation on Face D...	2021-03-20	Code
19	WSMA-Seg	0.9341	No	Segmentation is All You Need	2019-04-30	-
20	Face R-FCN	0.931	No	Detecting Faces Using Region-based Fully Convolu...	2017-09-14	Code
21	YOLOv5s	0.9261	No	YOLO5Face: Why Reinventing a Face Detector	2021-05-27	Code
22	S3FD(F+S+M)	0.924	No	S$^3$FD: Single Shot Scale-invariant Face Detector	2017-08-17	Code
23	SCRFD-2.5GF	0.9216	No	Sample and Computation Redistribution for Effici...	2021-05-10	Code
24	CenterFace	0.921	No	CenterFace: Joint Face Detection and Alignment U...	2019-11-09	Code
25	Massively-large receptive fields	0.908	No	Finding Tiny Faces	2016-12-13	Code
26	EXTD	0.903	No	EXTD: Extremely Tiny Face Detector via Iterative...	2019-06-15	Code
27	RNNPool-Face-C	0.89	No	RNNPool: Efficient Non-linear Pooling for RAM Co...	2020-02-27	Code
28	img2pose	0.89	No	img2pose: Face Alignment and Detection via 6DoF,...	2020-12-14	Code
29	SCRFD-0.5GF	0.8812	No	Sample and Computation Redistribution for Effici...	2021-05-10	Code
30	CMS-RCNN	0.874	No	CMS-RCNN: Contextual Multi-Scale Region-based CN...	2016-06-17	-
31	LFFD	0.865	No	LFFD: A Light and Fast Face Detector for Edge De...	2019-04-24	Code
32	Multitask Cascade CNN	0.82	No	Joint Face Detection and Alignment using Multi-t...	2016-04-11	Code
33	LDCF+	0.772	No	To Boost or Not to Boost? On the Limits of Boost...	2017-01-06	-
34	FD-CNN	0.74	No	-	-	-
35	Multiscale Cascade CNN	0.636	No	WIDER FACE: A Face Detection Benchmark	2015-11-20	Code
36	Faceness-WIDER	0.604	No	WIDER FACE: A Face Detection Benchmark	2015-11-20	Code
37	Two-stage CNN	0.589	No	WIDER FACE: A Face Detection Benchmark	2015-11-20	Code
38	ACF-WIDER	0.588	No	Aggregate channel features for multi-view face d...	2014-07-15	-

#1ASFD-D6SOTA
0.965
AP· 2022-01-26
ASFD: Automatic and Scalable Face Detector
#2TinaFace(ResNet-50)SOTA
0.963
AP· 2020-11-26
TinaFace: Strong but Simple Baseline for Face Detection Code
#3RetinaFace+Lpts+LpixelSOTA
0.96175
AP· 2019-05-02
RetinaFace: Single-stage Dense Face Localisation in the Wild Code
#4Poly-NL(ResNet-50)
0.9571
AP· 2021-07-06
Poly-NL: Linear Complexity Non-local Layers with Polynomials
#5AInnoFace
0.957
AP· 2019-05-05
Accurate Face Detection for High Performance
#6DSFDSOTA
0.953
AP· 2018-10-24
DSFD: Dual Shot Face Detector Code
#7YOLOv5x6
0.9508
AP· 2021-05-27
YOLO5Face: Why Reinventing a Face Detector Code
#8SCRFD-34GF
0.9492
AP· 2021-05-10
Sample and Computation Redistribution for Efficient Face Detection Code
#9+ DH + HIM
0.949
AP· 2018-11-28
Robust Face Detection via Learning Small Faces on Hard Images Code
#10YOLOv5l6
0.949
AP· 2021-05-27
YOLO5Face: Why Reinventing a Face Detector Code
#11SRNSOTA
0.948
AP· 2018-09-07
Selective Refinement Network for High Performance Face Detection Code
#12PyramidBoxSOTA
0.946
AP· 2018-03-21
PyramidBox: A Context-assisted Single Shot Face Detector Code
#13DSFD (RFB)
0.945
AP· 2018-10-24
DSFD: Dual Shot Face Detector Code
#14YOLOv5s6
0.944
AP· 2021-05-27
YOLO5Face: Why Reinventing a Face Detector Code
#15MogFace (HCAM)
0.942
AP· 2021-03-20
MogFace: Towards a Deeper Appreciation on Face Detection Code
#16FDNetSOTA
0.939
AP· 2018-02-06
Face Detection Using Improved Faster RCNN
#17SCRFD-10GF
0.9387
AP· 2021-05-10
Sample and Computation Redistribution for Efficient Face Detection Code
#18MogFace (Ali-AMS)
0.936
AP· 2021-03-20
MogFace: Towards a Deeper Appreciation on Face Detection Code
#19WSMA-Seg
0.9341
AP· 2019-04-30
Segmentation is All You Need
#20Face R-FCNSOTA
0.931
AP· 2017-09-14
Detecting Faces Using Region-based Fully Convolutional Networks Code
#21YOLOv5s
0.9261
AP· 2021-05-27
YOLO5Face: Why Reinventing a Face Detector Code
#22S3FD(F+S+M)SOTA
0.924
AP· 2017-08-17
S$^3$FD: Single Shot Scale-invariant Face Detector Code
#23SCRFD-2.5GF
0.9216
AP· 2021-05-10
Sample and Computation Redistribution for Efficient Face Detection Code
#24CenterFace
0.921
AP· 2019-11-09
CenterFace: Joint Face Detection and Alignment Using Face as Point Code
#25Massively-large receptive fieldsSOTA
0.908
AP· 2016-12-13
Finding Tiny Faces Code
#26EXTD
0.903
AP· 2019-06-15
EXTD: Extremely Tiny Face Detector via Iterative Filter Reuse Code
#27RNNPool-Face-C
0.89
AP· 2020-02-27
RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference Code
#28img2pose
0.89
AP· 2020-12-14
img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation Code
#29SCRFD-0.5GF
0.8812
AP· 2021-05-10
Sample and Computation Redistribution for Efficient Face Detection Code
#30CMS-RCNNSOTA
0.874
AP· 2016-06-17
CMS-RCNN: Contextual Multi-Scale Region-based CNN for Unconstrained Face Detection
#31LFFD
0.865
AP· 2019-04-24
LFFD: A Light and Fast Face Detector for Edge Devices Code
#32Multitask Cascade CNNSOTA
0.82
AP· 2016-04-11
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks Code
#33LDCF+
0.772
AP· 2017-01-06
To Boost or Not to Boost? On the Limits of Boosted Trees for Object Detection
#34FD-CNN
0.74
AP
No paper
#35Multiscale Cascade CNNSOTA
0.636
AP· 2015-11-20
WIDER FACE: A Face Detection Benchmark Code
#36Faceness-WIDER
0.604
AP· 2015-11-20
WIDER FACE: A Face Detection Benchmark Code
#37Two-stage CNN
0.589
AP· 2015-11-20
WIDER FACE: A Face Detection Benchmark Code
#38ACF-WIDERSOTA
0.588
AP· 2014-07-15
Aggregate channel features for multi-view face detection