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WIDER Face (Easy)
3D on WIDER Face (Easy)
Metric: AP (higher is better)
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Model name (A→Z)
#
Model
↕
AP
▼
Augmentations
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
-
-
-
#1
ASFD-D6
SOTA
0.972
AP
· 2022-01-26
ASFD: Automatic and Scalable Face Detector
#2
TinaFace(ResNet-50)
SOTA
0.97
AP
· 2020-11-26
TinaFace: Strong but Simple Baseline for Face Detection
Code
#3
RetinaFace+Lpts+Lpixel
SOTA
0.96942
AP
· 2019-05-02
RetinaFace: Single-stage Dense Face Localisation in the Wild
Code
#4
YOLOv5x6
0.9667
AP
· 2021-05-27
YOLO5Face: Why Reinventing a Face Detector
Code
#5
AInnoFace
0.965
AP
· 2019-05-05
Accurate Face Detection for High Performance
#6
YOLOv5m6
0.9638
AP
· 2021-05-27
YOLO5Face: Why Reinventing a Face Detector
Code
#7
Poly-NL(ResNet-50)
0.9637
AP
· 2021-07-06
Poly-NL: Linear Complexity Non-local Layers with Polynomials
#8
PyramidBox
SOTA
0.961
AP
· 2018-03-21
PyramidBox: A Context-assisted Single Shot Face Detector
Code
#9
SCRFD-34GF
0.9606
AP
· 2021-05-10
Sample and Computation Redistribution for Efficient Face Detection
Code
#10
DSFD (RFB)
0.96
AP
· 2018-10-24
DSFD: Dual Shot Face Detector
Code
#11
SRN
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
#13
MogFace (SSE)
0.956
AP
· 2021-03-20
MogFace: Towards a Deeper Appreciation on Face Detection
Code
#14
YOLOv5s6
0.953
AP
· 2021-05-27
YOLO5Face: Why Reinventing a Face Detector
Code
#15
SCRFD-10GF
0.9516
AP
· 2021-05-10
Sample and Computation Redistribution for Efficient Face Detection
Code
#16
MogFace (HCAM)
0.951
AP
· 2021-03-20
MogFace: Towards a Deeper Appreciation on Face Detection
Code
#17
FDNet
SOTA
0.95
AP
· 2018-02-06
Face Detection Using Improved Faster RCNN
#18
MogFace (Ali-AMS)
0.946
AP
· 2021-03-20
MogFace: Towards a Deeper Appreciation on Face Detection
Code
#19
YOLOv5s
0.9433
AP
· 2021-05-27
YOLO5Face: Why Reinventing a Face Detector
Code
#20
Face R-FCN
SOTA
0.943
AP
· 2017-09-14
Detecting Faces Using Region-based Fully Convolutional Networks
Code
#21
SCRFD-2.5GF
0.9378
AP
· 2021-05-10
Sample and Computation Redistribution for Efficient Face Detection
Code
#22
S3FD(F+S+M)
SOTA
0.937
AP
· 2017-08-17
S$^3$FD: Single Shot Scale-invariant Face Detector
Code
#23
CenterFace
0.932
AP
· 2019-11-09
CenterFace: Joint Face Detection and Alignment Using Face as Point
Code
#24
SCRFD-0.5GF
0.9057
AP
· 2021-05-10
Sample and Computation Redistribution for Efficient Face Detection
Code
#25
img2pose
0.9
AP
· 2020-12-14
img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation
Code
#26
LFFD
0.896
AP
· 2019-04-24
LFFD: A Light and Fast Face Detector for Edge Devices
Code
#27
Multitask Cascade CNN
SOTA
0.851
AP
· 2016-04-11
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks
Code
#28
FD-CNN
0.773
AP
No paper