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WIDER Face (Hard)
3D on WIDER Face (Hard)
Metric: AP (higher is better)
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#
Model
↕
AP
▼
Augmentations
Paper
Date
↕
Code
1
TinaFace(ResNet-50)
0.934
No
TinaFace: Strong but Simple Baseline for Face De...
2020-11-26
Code
2
Poly-NL(ResNet-50)
0.9276
No
Poly-NL: Linear Complexity Non-local Layers with...
2021-07-06
-
3
ASFD-D6
0.925
No
ASFD: Automatic and Scalable Face Detector
2022-01-26
-
4
RetinaFace+Lpts+Lpixel
0.91857
No
RetinaFace: Single-stage Dense Face Localisation...
2019-05-02
Code
5
AInnoFace
0.912
No
Accurate Face Detection for High Performance
2019-05-05
-
6
DupNet-L+PACT
0.906
No
DupNet: Towards Very Tiny Quantized CNN with Imp...
2019-11-13
-
7
DSFD
0.9
No
DSFD: Dual Shot Face Detector
2018-10-24
Code
8
+ DH + HIM
0.897
No
Robust Face Detection via Learning Small Faces o...
2018-11-28
Code
9
FDNet
0.896
No
Face Detection Using Improved Faster RCNN
2018-02-06
-
10
SRN
0.896
No
Selective Refinement Network for High Performanc...
2018-09-07
Code
11
PyramidBox
0.889
No
PyramidBox: A Context-assisted Single Shot Face ...
2018-03-21
Code
12
Face R-FCN
0.876
No
Detecting Faces Using Region-based Fully Convolu...
2017-09-14
Code
13
MogFace (HCAM)
0.874
No
MogFace: Towards a Deeper Appreciation on Face D...
2021-03-20
Code
14
CenterFace
0.873
No
CenterFace: Joint Face Detection and Alignment U...
2019-11-09
Code
15
MogFace (Ali-AMS)
0.873
No
MogFace: Towards a Deeper Appreciation on Face D...
2021-03-20
Code
16
WSMA-Seg
0.8723
No
Segmentation is All You Need
2019-04-30
-
17
DSFD (RFB)
0.872
No
DSFD: Dual Shot Face Detector
2018-10-24
Code
18
YOLOv5x6
0.8655
No
YOLO5Face: Why Reinventing a Face Detector
2021-05-27
Code
19
YOLOv5l6
0.8588
No
YOLO5Face: Why Reinventing a Face Detector
2021-05-27
Code
20
SCRFD-34GF
0.8529
No
Sample and Computation Redistribution for Effici...
2021-05-10
Code
21
S3FD(F+S+M)
0.852
No
S$^3$FD: Single Shot Scale-invariant Face Detector
2017-08-17
Code
22
YOLOv5m
0.852
No
YOLO5Face: Why Reinventing a Face Detector
2021-05-27
Code
23
EXTD
0.85
No
EXTD: Extremely Tiny Face Detector via Iterative...
2019-06-15
Code
24
YOLOv5l
0.845
No
YOLO5Face: Why Reinventing a Face Detector
2021-05-27
Code
25
img2pose
0.839
No
img2pose: Face Alignment and Detection via 6DoF,...
2020-12-14
Code
26
SCRFD-10GF
0.8305
No
Sample and Computation Redistribution for Effici...
2021-05-10
Code
27
YOLOv5s
0.828
No
YOLO5Face: Why Reinventing a Face Detector
2021-05-27
Code
28
Massively-large receptive fields
0.823
No
Finding Tiny Faces
2016-12-13
Code
29
MSCNN
0.809
No
A Unified Multi-scale Deep Convolutional Neural ...
2016-07-25
Code
30
SCRFD-2.5GF
0.7787
No
Sample and Computation Redistribution for Effici...
2021-05-10
Code
31
LFFD
0.77
No
LFFD: A Light and Fast Face Detector for Edge De...
2019-04-24
Code
32
RNNPool-Face-C
0.7
No
RNNPool: Efficient Non-linear Pooling for RAM Co...
2020-02-27
Code
33
SCRFD-0.5GF
0.6851
No
Sample and Computation Redistribution for Effici...
2021-05-10
Code
34
CMS-RCNN
0.643
No
CMS-RCNN: Contextual Multi-Scale Region-based CN...
2016-06-17
-
35
Multitask Cascade CNN
0.607
No
Joint Face Detection and Alignment using Multi-t...
2016-04-11
Code
36
LDCF+
0.564
No
To Boost or Not to Boost? On the Limits of Boost...
2017-01-06
-
37
FD-CNN
0.51
No
-
-
-
38
Multiscale Cascade CNN
0.4
Yes
WIDER FACE: A Face Detection Benchmark
2015-11-20
Code
39
Faceness-WIDER
0.315
No
WIDER FACE: A Face Detection Benchmark
2015-11-20
Code
40
Two-stage CNN
0.304
No
WIDER FACE: A Face Detection Benchmark
2015-11-20
Code
41
ACF-WIDER
0.29
No
Aggregate channel features for multi-view face d...
2014-07-15
-